From cebeb5f3b4f836274c0504c2cc5fc2a019a8ea8b Mon Sep 17 00:00:00 2001
From: Jens <jens@localhost>
Date: Sat, 1 Aug 2026 19:00:48 +0200
Subject: [PATCH] audit: seal accuracy phase 1 evidence

---
 .gitattributes                                |    5 +-
 .../evidence/accuracy/P1/alembic-heads.txt    |   10 +-
 .../accuracy/P1/alembic-offline-upgrade.sql   | 1000 ++--
 .../accuracy/P1/backend-ci-entrypoint.txt     |   56 +-
 .../accuracy/P1/backend-full-suite.junit.xml  |  464 +-
 .../accuracy/P1/backend-full-suite.txt        |  650 +--
 .../accuracy/P1/evidence-manifest.json        |  278 +
 .../accuracy/P1/forensic-reproductions.json   |  232 +-
 .../evidence/accuracy/P1/frontend-build.txt   |   62 +-
 .../evidence/accuracy/P1/frontend-lint.txt    |   24 +-
 .../accuracy/P1/frontend-typecheck.txt        |   16 +-
 .../accuracy/P1/frontend-vitest-unit.txt      |   70 +-
 .../evidence/accuracy/P1/frontend-vitest.txt  |   18 +-
 .../P1/golden-qa-reproducibility.json         |   22 +-
 .../evidence/accuracy/P1/golden-qa-run-1.json |  354 +-
 .../evidence/accuracy/P1/golden-qa-run-2.json |  354 +-
 .../accuracy/P1/local-artifact-inventory.json | 3548 ++++++-------
 .../accuracy/P1/openapi-contract-audit.txt    |   10 +-
 .../accuracy/P1/phase1-baseline-summary.json  |   72 +-
 .../accuracy/P1/phase1-tooling-tests.txt      |   12 +-
 .../accuracy/P1/repository-inventory.json     | 1302 ++---
 .../accuracy/P1/repository-ruff-baseline.json | 4452 ++++++++---------
 .../accuracy/P1/repository-ruff-baseline.txt  | 2176 ++++----
 .../accuracy/P1/static-risk-signals.json      | 1326 ++---
 .../P1/tower-gpu-inference-smoke.json         |  430 +-
 .../P1/tower-key-artifact-hashes.json         |   50 +-
 .../P1/tower-ml-data-lineage-snapshot.json    | 3466 ++++++-------
 ...er-runtime-database-snapshot-detailed.json | 1006 ++--
 .../P1/tower-runtime-database-snapshot.json   |  794 +--
 29 files changed, 11269 insertions(+), 10990 deletions(-)
 create mode 100644 artifacts/evidence/accuracy/P1/evidence-manifest.json

diff --git a/.gitattributes b/.gitattributes
index de4ed8ea..daea62d1 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -12,5 +12,6 @@ Dockerfile text eol=lf
 *.css text eol=lf
 *.json text eol=lf
 
-# Retained audit exports preserve source bytes, including tool-emitted whitespace.
-artifacts/evidence/accuracy/** -whitespace
+# Retained audit exports preserve source bytes, including line endings and
+# tool-emitted whitespace.
+artifacts/evidence/accuracy/** -text -whitespace
diff --git a/artifacts/evidence/accuracy/P1/alembic-heads.txt b/artifacts/evidence/accuracy/P1/alembic-heads.txt
index b1415588..b0466ad6 100644
--- a/artifacts/evidence/accuracy/P1/alembic-heads.txt
+++ b/artifacts/evidence/accuracy/P1/alembic-heads.txt
@@ -1,5 +1,5 @@
-command=python -m alembic heads
-exit_code=0
-captured_at=2026-08-01T18:37:24.0020021+02:00
-
-202607260001 (head)
+command=python -m alembic heads
+exit_code=0
+captured_at=2026-08-01T18:37:24.0020021+02:00
+
+202607260001 (head)
diff --git a/artifacts/evidence/accuracy/P1/alembic-offline-upgrade.sql b/artifacts/evidence/accuracy/P1/alembic-offline-upgrade.sql
index 7910b774..3257c5af 100644
--- a/artifacts/evidence/accuracy/P1/alembic-offline-upgrade.sql
+++ b/artifacts/evidence/accuracy/P1/alembic-offline-upgrade.sql
@@ -1,500 +1,500 @@
--- command=python -m alembic upgrade head --sql
--- exit_code=0
--- captured_at=2026-08-01T18:37:24.0299035+02:00
-
-BEGIN;
-
-INFO  [alembic.runtime.migration] Context impl PostgresqlImpl.
-INFO  [alembic.runtime.migration] Generating static SQL
-INFO  [alembic.runtime.migration] Will assume transactional DDL.
-CREATE TABLE alembic_version (
-    version_num VARCHAR(32) NOT NULL, 
-    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
-);
-
-INFO  [alembic.runtime.migration] Running upgrade  -> 202601110001, Initial PostGIS schema for Sprint 1 foundation.
--- Running upgrade  -> 202601110001
-
-CREATE EXTENSION IF NOT EXISTS postgis;
-
-CREATE EXTENSION IF NOT EXISTS postgis_topology;
-
-CREATE EXTENSION IF NOT EXISTS "uuid-ossp";
-
-CREATE TABLE projects (
-    id UUID NOT NULL, 
-    name TEXT NOT NULL, 
-    description TEXT, 
-    region TEXT DEFAULT 'Kempen' NOT NULL, 
-    status TEXT DEFAULT 'active' NOT NULL, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id)
-);
-
-CREATE TABLE areas (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    name TEXT NOT NULL, 
-    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
-    original_crs TEXT, 
-    area_m2 FLOAT, 
-    bbox geometry(POLYGON,4326), 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE
-);
-
-CREATE INDEX idx_areas_geometry ON areas USING gist (geometry);
-
-CREATE INDEX idx_areas_bbox ON areas USING gist (bbox);
-
-CREATE TABLE datasets (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    area_id UUID, 
-    name TEXT NOT NULL, 
-    dataset_type TEXT NOT NULL, 
-    source TEXT NOT NULL, 
-    storage_path TEXT, 
-    derived_from_dataset_id UUID, 
-    crs TEXT, 
-    bounds_json JSON, 
-    resolution_json JSON, 
-    bands_json JSON, 
-    metadata_json JSON, 
-    status TEXT DEFAULT 'created' NOT NULL, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(area_id) REFERENCES areas (id) ON DELETE SET NULL, 
-    FOREIGN KEY(derived_from_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL
-);
-
-CREATE TABLE dataset_versions (
-    id UUID NOT NULL, 
-    dataset_id UUID NOT NULL, 
-    version INTEGER DEFAULT '1' NOT NULL, 
-    storage_path TEXT, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE CASCADE
-);
-
-CREATE TABLE analysis_runs (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    area_id UUID, 
-    analysis_type TEXT NOT NULL, 
-    status TEXT NOT NULL, 
-    parameters_json JSON NOT NULL, 
-    started_at TIMESTAMP WITH TIME ZONE, 
-    finished_at TIMESTAMP WITH TIME ZONE, 
-    error_message TEXT, 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(area_id) REFERENCES areas (id) ON DELETE SET NULL
-);
-
-CREATE TABLE exports (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    analysis_run_id UUID, 
-    export_type TEXT NOT NULL, 
-    storage_path TEXT NOT NULL, 
-    metadata_json JSON, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_areas_geometry ON areas USING gist (geometry);
-
-CREATE INDEX ix_areas_project_id ON areas (project_id);
-
-CREATE INDEX ix_datasets_project_id ON datasets (project_id);
-
-INSERT INTO alembic_version (version_num) VALUES ('202601110001') RETURNING alembic_version.version_num;
-
-INFO  [alembic.runtime.migration] Running upgrade 202601110001 -> 202601120001, Add dataset storage metadata columns.
--- Running upgrade 202601110001 -> 202601120001
-
-ALTER TABLE datasets ADD COLUMN original_filename TEXT;
-
-ALTER TABLE datasets ADD COLUMN stored_filename TEXT;
-
-ALTER TABLE datasets ADD COLUMN content_type TEXT;
-
-ALTER TABLE datasets ADD COLUMN size_bytes INTEGER;
-
-ALTER TABLE datasets ADD COLUMN checksum_sha256 TEXT;
-
-ALTER TABLE datasets ALTER COLUMN status SET DEFAULT 'uploaded';
-
-UPDATE alembic_version SET version_num='202601120001' WHERE alembic_version.version_num = '202601110001';
-
-INFO  [alembic.runtime.migration] Running upgrade 202601120001 -> 20260611212435, Add lightweight job table for sprint-3 async architecture foundation.
--- Running upgrade 202601120001 -> 20260611212435
-
-CREATE TABLE jobs (
-    id UUID NOT NULL, 
-    job_type TEXT NOT NULL, 
-    status TEXT DEFAULT 'queued' NOT NULL, 
-    project_id UUID NOT NULL, 
-    dataset_id UUID, 
-    input_dataset_id UUID, 
-    output_dataset_id UUID, 
-    parameters_json JSON NOT NULL, 
-    result_json JSON, 
-    error_message TEXT, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    started_at TIMESTAMP WITH TIME ZONE, 
-    finished_at TIMESTAMP WITH TIME ZONE, 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
-    FOREIGN KEY(input_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
-    FOREIGN KEY(output_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_jobs_project_id ON jobs (project_id);
-
-CREATE INDEX ix_jobs_status ON jobs (status);
-
-UPDATE alembic_version SET version_num='20260611212435' WHERE alembic_version.version_num = '202601120001';
-
-INFO  [alembic.runtime.migration] Running upgrade 20260611212435 -> 202606120001, Add dataset reference and provenance metadata columns.
--- Running upgrade 20260611212435 -> 202606120001
-
-ALTER TABLE datasets ADD COLUMN dataset_role TEXT DEFAULT 'source' NOT NULL;
-
-ALTER TABLE datasets ADD COLUMN source_name TEXT;
-
-ALTER TABLE datasets ADD COLUMN reference_layer_name TEXT;
-
-ALTER TABLE datasets ADD COLUMN source_metadata JSON;
-
-ALTER TABLE datasets ADD COLUMN provenance_metadata JSON;
-
-ALTER TABLE datasets ADD COLUMN imported_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL;
-
-UPDATE alembic_version SET version_num='202606120001' WHERE alembic_version.version_num = '20260611212435';
-
-INFO  [alembic.runtime.migration] Running upgrade 202606120001 -> 202606120700, Add Sprint 7A vector feature and QA persistence foundation.
--- Running upgrade 202606120001 -> 202606120700
-
-CREATE TABLE vector_features (
-    id UUID NOT NULL, 
-    dataset_id UUID NOT NULL, 
-    feature_class TEXT, 
-    source_feature_id TEXT, 
-    properties_json JSON, 
-    geometry geometry(GEOMETRY,4326) NOT NULL, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE CASCADE
-);
-
-CREATE INDEX ix_vector_features_dataset_id ON vector_features (dataset_id);
-
-CREATE INDEX ix_vector_features_geometry ON vector_features USING gist (geometry);
-
-CREATE TABLE quality_checks (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    job_id UUID, 
-    analysis_run_id UUID, 
-    candidate_dataset_id UUID, 
-    reference_dataset_id UUID NOT NULL, 
-    check_type TEXT NOT NULL, 
-    status TEXT NOT NULL, 
-    score FLOAT, 
-    parameters_json JSON, 
-    findings_json JSON, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    completed_at TIMESTAMP WITH TIME ZONE, 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL, 
-    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL, 
-    FOREIGN KEY(candidate_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
-    FOREIGN KEY(reference_dataset_id) REFERENCES datasets (id) ON DELETE CASCADE
-);
-
-CREATE INDEX ix_quality_checks_project_id ON quality_checks (project_id);
-
-CREATE INDEX ix_quality_checks_reference_dataset_id ON quality_checks (reference_dataset_id);
-
-CREATE INDEX ix_quality_checks_candidate_dataset_id ON quality_checks (candidate_dataset_id);
-
-CREATE INDEX ix_quality_checks_analysis_run_id ON quality_checks (analysis_run_id);
-
-CREATE TABLE metrics (
-    id UUID NOT NULL, 
-    quality_check_id UUID, 
-    analysis_run_id UUID, 
-    metric_key TEXT NOT NULL, 
-    metric_value FLOAT, 
-    metric_unit TEXT, 
-    label TEXT, 
-    metadata_json JSON, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(quality_check_id) REFERENCES quality_checks (id) ON DELETE CASCADE, 
-    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_metrics_quality_check_id ON metrics (quality_check_id);
-
-CREATE INDEX ix_metrics_analysis_run_id ON metrics (analysis_run_id);
-
-UPDATE alembic_version SET version_num='202606120700' WHERE alembic_version.version_num = '202606120001';
-
-INFO  [alembic.runtime.migration] Running upgrade 202606120700 -> 202606120800, Add Sprint 8 detection foundation.
--- Running upgrade 202606120700 -> 202606120800
-
-ALTER TABLE analysis_runs ADD COLUMN dataset_id UUID;
-
-ALTER TABLE analysis_runs ADD FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL;
-
-ALTER TABLE analysis_runs ADD COLUMN job_id UUID;
-
-ALTER TABLE analysis_runs ADD FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL;
-
-ALTER TABLE analysis_runs ADD COLUMN model_name VARCHAR(255);
-
-ALTER TABLE analysis_runs ADD COLUMN model_version VARCHAR(120);
-
-ALTER TABLE analysis_runs ADD COLUMN result_json JSON;
-
-ALTER TABLE analysis_runs ADD COLUMN created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL;
-
-CREATE TABLE detections (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    dataset_id UUID, 
-    analysis_run_id UUID, 
-    job_id UUID, 
-    model_name VARCHAR(255) NOT NULL, 
-    model_version VARCHAR(120), 
-    class_name VARCHAR(120) NOT NULL, 
-    confidence FLOAT NOT NULL, 
-    geometry geometry(GEOMETRY,4326) NOT NULL, 
-    bbox_json JSON, 
-    source_tile_path VARCHAR(500), 
-    properties_json JSON, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL, 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
-    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL, 
-    FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_detections_project_id ON detections (project_id);
-
-CREATE INDEX ix_detections_dataset_id ON detections (dataset_id);
-
-CREATE INDEX ix_detections_analysis_run_id ON detections (analysis_run_id);
-
-CREATE INDEX ix_detections_class_name ON detections (class_name);
-
-CREATE INDEX ix_detections_geometry ON detections USING gist (geometry);
-
-UPDATE alembic_version SET version_num='202606120800' WHERE alembic_version.version_num = '202606120700';
-
-INFO  [alembic.runtime.migration] Running upgrade 202606120800 -> 202606120900, Add Sprint 9 segmentation foundation.
--- Running upgrade 202606120800 -> 202606120900
-
-CREATE TABLE segmentations (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    dataset_id UUID, 
-    job_id UUID, 
-    analysis_run_id UUID, 
-    model_name VARCHAR(255) NOT NULL, 
-    model_version VARCHAR(120), 
-    class_name VARCHAR(120) NOT NULL, 
-    confidence FLOAT, 
-    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
-    bbox_json JSON, 
-    area_m2 FLOAT, 
-    mask_path TEXT, 
-    source_tile_path VARCHAR(500), 
-    tile_index INTEGER, 
-    properties_json JSON, 
-    provenance_json JSON, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL, 
-    PRIMARY KEY (id), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
-    FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL, 
-    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_segmentations_project_id ON segmentations (project_id);
-
-CREATE INDEX ix_segmentations_dataset_id ON segmentations (dataset_id);
-
-CREATE INDEX ix_segmentations_analysis_run_id ON segmentations (analysis_run_id);
-
-CREATE INDEX ix_segmentations_job_id ON segmentations (job_id);
-
-CREATE INDEX ix_segmentations_class_name ON segmentations (class_name);
-
-CREATE INDEX ix_segmentations_geometry ON segmentations USING gist (geometry);
-
-UPDATE alembic_version SET version_num='202606120900' WHERE alembic_version.version_num = '202606120800';
-
-INFO  [alembic.runtime.migration] Running upgrade 202606120900 -> 202607140001, Add temporal dataset metadata and durable dataset-version provenance.
--- Running upgrade 202606120900 -> 202607140001
-
-ALTER TABLE datasets ADD COLUMN temporal_series_key VARCHAR(255);
-
-ALTER TABLE datasets ADD COLUMN observed_at TIMESTAMP WITH TIME ZONE;
-
-ALTER TABLE datasets ADD COLUMN valid_from TIMESTAMP WITH TIME ZONE;
-
-ALTER TABLE datasets ADD COLUMN valid_to TIMESTAMP WITH TIME ZONE;
-
-ALTER TABLE datasets ADD COLUMN temporal_granularity VARCHAR(32);
-
-ALTER TABLE datasets ADD COLUMN source_version VARCHAR(120);
-
-ALTER TABLE dataset_versions ADD COLUMN source_version VARCHAR(120);
-
-ALTER TABLE dataset_versions ADD COLUMN observed_at TIMESTAMP WITH TIME ZONE;
-
-ALTER TABLE dataset_versions ADD COLUMN valid_from TIMESTAMP WITH TIME ZONE;
-
-ALTER TABLE dataset_versions ADD COLUMN valid_to TIMESTAMP WITH TIME ZONE;
-
-ALTER TABLE dataset_versions ADD COLUMN checksum_sha256 VARCHAR(64);
-
-ALTER TABLE dataset_versions ADD COLUMN source_metadata JSON;
-
-ALTER TABLE dataset_versions ADD COLUMN provenance_metadata JSON;
-
-CREATE INDEX ix_datasets_project_temporal_series_observed ON datasets (project_id, temporal_series_key, observed_at);
-
-CREATE UNIQUE INDEX ix_dataset_versions_dataset_version ON dataset_versions (dataset_id, version);
-
-CREATE INDEX ix_vector_features_dataset_source_feature ON vector_features (dataset_id, source_feature_id);
-
-ALTER TABLE datasets ADD CONSTRAINT ck_datasets_temporal_valid_range CHECK (valid_to IS NULL OR valid_from IS NULL OR valid_to >= valid_from);
-
-ALTER TABLE dataset_versions ADD CONSTRAINT ck_dataset_versions_temporal_valid_range CHECK (valid_to IS NULL OR valid_from IS NULL OR valid_to >= valid_from);
-
-UPDATE alembic_version SET version_num='202607140001' WHERE alembic_version.version_num = '202606120900';
-
-INFO  [alembic.runtime.migration] Running upgrade 202607140001 -> 202607150001, Add durable operator review decisions for detection QA evidence.
--- Running upgrade 202607140001 -> 202607150001
-
-CREATE TABLE detection_reviews (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    quality_check_id UUID NOT NULL, 
-    analysis_run_id UUID, 
-    evidence_role VARCHAR(32) NOT NULL, 
-    evidence_feature_id VARCHAR(255) NOT NULL, 
-    detection_id UUID, 
-    reference_feature_id UUID, 
-    decision VARCHAR(64) DEFAULT 'unreviewed' NOT NULL, 
-    notes TEXT, 
-    reviewed_by VARCHAR(120) DEFAULT 'operator' NOT NULL, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT now() NOT NULL, 
-    updated_at TIMESTAMP WITH TIME ZONE DEFAULT now() NOT NULL, 
-    PRIMARY KEY (id), 
-    CONSTRAINT ck_detection_reviews_evidence_role CHECK (evidence_role IN ('false_positive', 'false_negative')), 
-    CONSTRAINT ck_detection_reviews_decision CHECK (decision IN ('confirmed_model_false_positive', 'confirmed_model_false_negative', 'reference_gap_or_change', 'qa_alignment_mismatch', 'imagery_obscured_or_uncertain', 'uncertain', 'unreviewed')), 
-    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL, 
-    FOREIGN KEY(detection_id) REFERENCES detections (id) ON DELETE SET NULL, 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(quality_check_id) REFERENCES quality_checks (id) ON DELETE CASCADE, 
-    FOREIGN KEY(reference_feature_id) REFERENCES vector_features (id) ON DELETE SET NULL, 
-    CONSTRAINT uq_detection_reviews_evidence UNIQUE (quality_check_id, evidence_role, evidence_feature_id)
-);
-
-CREATE INDEX ix_detection_reviews_project_id ON detection_reviews (project_id);
-
-CREATE INDEX ix_detection_reviews_quality_check_id ON detection_reviews (quality_check_id);
-
-CREATE INDEX ix_detection_reviews_analysis_run_id ON detection_reviews (analysis_run_id);
-
-CREATE INDEX ix_detection_reviews_decision ON detection_reviews (decision);
-
-UPDATE alembic_version SET version_num='202607150001' WHERE alembic_version.version_num = '202607140001';
-
-INFO  [alembic.runtime.migration] Running upgrade 202607150001 -> 202607160001, Index partitioned vector features by dataset and municipality.
--- Running upgrade 202607150001 -> 202607160001
-
-CREATE INDEX ix_vector_features_dataset_municipality ON vector_features (dataset_id, (properties_json ->> 'municipality'));
-
-UPDATE alembic_version SET version_num='202607160001' WHERE alembic_version.version_num = '202607150001';
-
-INFO  [alembic.runtime.migration] Running upgrade 202607160001 -> 202607260001, Add resumable AOI parent and partition operations.
--- Running upgrade 202607160001 -> 202607260001
-
-CREATE TABLE aoi_operations (
-    id UUID NOT NULL, 
-    project_id UUID NOT NULL, 
-    area_id UUID, 
-    parent_job_id UUID, 
-    operation_type VARCHAR(128) NOT NULL, 
-    status VARCHAR(32) NOT NULL, 
-    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
-    request_json JSON NOT NULL, 
-    plan_json JSON NOT NULL, 
-    result_json JSON, 
-    error_message TEXT, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
-    started_at TIMESTAMP WITH TIME ZONE, 
-    finished_at TIMESTAMP WITH TIME ZONE, 
-    updated_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
-    PRIMARY KEY (id), 
-    CONSTRAINT ck_aoi_operations_status CHECK (status IN ('queued', 'running', 'partial', 'success', 'failed', 'cancelled')), 
-    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
-    FOREIGN KEY(area_id) REFERENCES areas (id) ON DELETE SET NULL, 
-    FOREIGN KEY(parent_job_id) REFERENCES jobs (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_aoi_operations_project_status ON aoi_operations (project_id, status);
-
-CREATE INDEX ix_aoi_operations_geometry ON aoi_operations USING gist (geometry);
-
-CREATE TABLE aoi_operation_partitions (
-    id UUID NOT NULL, 
-    operation_id UUID NOT NULL, 
-    child_job_id UUID, 
-    partition_key VARCHAR(255) NOT NULL, 
-    provider_key VARCHAR(120) NOT NULL, 
-    product_key VARCHAR(120) NOT NULL, 
-    ordinal INTEGER NOT NULL, 
-    status VARCHAR(32) NOT NULL, 
-    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
-    attempt_count INTEGER DEFAULT '0' NOT NULL, 
-    max_attempts INTEGER DEFAULT '3' NOT NULL, 
-    checkpoint_json JSON, 
-    result_json JSON, 
-    error_message TEXT, 
-    created_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
-    started_at TIMESTAMP WITH TIME ZONE, 
-    finished_at TIMESTAMP WITH TIME ZONE, 
-    updated_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
-    PRIMARY KEY (id), 
-    CONSTRAINT ck_aoi_operation_partitions_status CHECK (status IN ('queued', 'running', 'success', 'failed', 'skipped')), 
-    CONSTRAINT uq_aoi_operation_partition_key UNIQUE (operation_id, partition_key), 
-    FOREIGN KEY(operation_id) REFERENCES aoi_operations (id) ON DELETE CASCADE, 
-    FOREIGN KEY(child_job_id) REFERENCES jobs (id) ON DELETE SET NULL
-);
-
-CREATE INDEX ix_aoi_operation_partitions_operation_status ON aoi_operation_partitions (operation_id, status);
-
-CREATE INDEX ix_aoi_operation_partitions_geometry ON aoi_operation_partitions USING gist (geometry);
-
-UPDATE alembic_version SET version_num='202607260001' WHERE alembic_version.version_num = '202607160001';
-
-COMMIT;
-
+-- command=python -m alembic upgrade head --sql
+-- exit_code=0
+-- captured_at=2026-08-01T18:37:24.0299035+02:00
+
+BEGIN;
+
+INFO  [alembic.runtime.migration] Context impl PostgresqlImpl.
+INFO  [alembic.runtime.migration] Generating static SQL
+INFO  [alembic.runtime.migration] Will assume transactional DDL.
+CREATE TABLE alembic_version (
+    version_num VARCHAR(32) NOT NULL, 
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+);
+
+INFO  [alembic.runtime.migration] Running upgrade  -> 202601110001, Initial PostGIS schema for Sprint 1 foundation.
+-- Running upgrade  -> 202601110001
+
+CREATE EXTENSION IF NOT EXISTS postgis;
+
+CREATE EXTENSION IF NOT EXISTS postgis_topology;
+
+CREATE EXTENSION IF NOT EXISTS "uuid-ossp";
+
+CREATE TABLE projects (
+    id UUID NOT NULL, 
+    name TEXT NOT NULL, 
+    description TEXT, 
+    region TEXT DEFAULT 'Kempen' NOT NULL, 
+    status TEXT DEFAULT 'active' NOT NULL, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id)
+);
+
+CREATE TABLE areas (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    name TEXT NOT NULL, 
+    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
+    original_crs TEXT, 
+    area_m2 FLOAT, 
+    bbox geometry(POLYGON,4326), 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE
+);
+
+CREATE INDEX idx_areas_geometry ON areas USING gist (geometry);
+
+CREATE INDEX idx_areas_bbox ON areas USING gist (bbox);
+
+CREATE TABLE datasets (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    area_id UUID, 
+    name TEXT NOT NULL, 
+    dataset_type TEXT NOT NULL, 
+    source TEXT NOT NULL, 
+    storage_path TEXT, 
+    derived_from_dataset_id UUID, 
+    crs TEXT, 
+    bounds_json JSON, 
+    resolution_json JSON, 
+    bands_json JSON, 
+    metadata_json JSON, 
+    status TEXT DEFAULT 'created' NOT NULL, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(area_id) REFERENCES areas (id) ON DELETE SET NULL, 
+    FOREIGN KEY(derived_from_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL
+);
+
+CREATE TABLE dataset_versions (
+    id UUID NOT NULL, 
+    dataset_id UUID NOT NULL, 
+    version INTEGER DEFAULT '1' NOT NULL, 
+    storage_path TEXT, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE CASCADE
+);
+
+CREATE TABLE analysis_runs (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    area_id UUID, 
+    analysis_type TEXT NOT NULL, 
+    status TEXT NOT NULL, 
+    parameters_json JSON NOT NULL, 
+    started_at TIMESTAMP WITH TIME ZONE, 
+    finished_at TIMESTAMP WITH TIME ZONE, 
+    error_message TEXT, 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(area_id) REFERENCES areas (id) ON DELETE SET NULL
+);
+
+CREATE TABLE exports (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    analysis_run_id UUID, 
+    export_type TEXT NOT NULL, 
+    storage_path TEXT NOT NULL, 
+    metadata_json JSON, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_areas_geometry ON areas USING gist (geometry);
+
+CREATE INDEX ix_areas_project_id ON areas (project_id);
+
+CREATE INDEX ix_datasets_project_id ON datasets (project_id);
+
+INSERT INTO alembic_version (version_num) VALUES ('202601110001') RETURNING alembic_version.version_num;
+
+INFO  [alembic.runtime.migration] Running upgrade 202601110001 -> 202601120001, Add dataset storage metadata columns.
+-- Running upgrade 202601110001 -> 202601120001
+
+ALTER TABLE datasets ADD COLUMN original_filename TEXT;
+
+ALTER TABLE datasets ADD COLUMN stored_filename TEXT;
+
+ALTER TABLE datasets ADD COLUMN content_type TEXT;
+
+ALTER TABLE datasets ADD COLUMN size_bytes INTEGER;
+
+ALTER TABLE datasets ADD COLUMN checksum_sha256 TEXT;
+
+ALTER TABLE datasets ALTER COLUMN status SET DEFAULT 'uploaded';
+
+UPDATE alembic_version SET version_num='202601120001' WHERE alembic_version.version_num = '202601110001';
+
+INFO  [alembic.runtime.migration] Running upgrade 202601120001 -> 20260611212435, Add lightweight job table for sprint-3 async architecture foundation.
+-- Running upgrade 202601120001 -> 20260611212435
+
+CREATE TABLE jobs (
+    id UUID NOT NULL, 
+    job_type TEXT NOT NULL, 
+    status TEXT DEFAULT 'queued' NOT NULL, 
+    project_id UUID NOT NULL, 
+    dataset_id UUID, 
+    input_dataset_id UUID, 
+    output_dataset_id UUID, 
+    parameters_json JSON NOT NULL, 
+    result_json JSON, 
+    error_message TEXT, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    started_at TIMESTAMP WITH TIME ZONE, 
+    finished_at TIMESTAMP WITH TIME ZONE, 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
+    FOREIGN KEY(input_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
+    FOREIGN KEY(output_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_jobs_project_id ON jobs (project_id);
+
+CREATE INDEX ix_jobs_status ON jobs (status);
+
+UPDATE alembic_version SET version_num='20260611212435' WHERE alembic_version.version_num = '202601120001';
+
+INFO  [alembic.runtime.migration] Running upgrade 20260611212435 -> 202606120001, Add dataset reference and provenance metadata columns.
+-- Running upgrade 20260611212435 -> 202606120001
+
+ALTER TABLE datasets ADD COLUMN dataset_role TEXT DEFAULT 'source' NOT NULL;
+
+ALTER TABLE datasets ADD COLUMN source_name TEXT;
+
+ALTER TABLE datasets ADD COLUMN reference_layer_name TEXT;
+
+ALTER TABLE datasets ADD COLUMN source_metadata JSON;
+
+ALTER TABLE datasets ADD COLUMN provenance_metadata JSON;
+
+ALTER TABLE datasets ADD COLUMN imported_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL;
+
+UPDATE alembic_version SET version_num='202606120001' WHERE alembic_version.version_num = '20260611212435';
+
+INFO  [alembic.runtime.migration] Running upgrade 202606120001 -> 202606120700, Add Sprint 7A vector feature and QA persistence foundation.
+-- Running upgrade 202606120001 -> 202606120700
+
+CREATE TABLE vector_features (
+    id UUID NOT NULL, 
+    dataset_id UUID NOT NULL, 
+    feature_class TEXT, 
+    source_feature_id TEXT, 
+    properties_json JSON, 
+    geometry geometry(GEOMETRY,4326) NOT NULL, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE CASCADE
+);
+
+CREATE INDEX ix_vector_features_dataset_id ON vector_features (dataset_id);
+
+CREATE INDEX ix_vector_features_geometry ON vector_features USING gist (geometry);
+
+CREATE TABLE quality_checks (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    job_id UUID, 
+    analysis_run_id UUID, 
+    candidate_dataset_id UUID, 
+    reference_dataset_id UUID NOT NULL, 
+    check_type TEXT NOT NULL, 
+    status TEXT NOT NULL, 
+    score FLOAT, 
+    parameters_json JSON, 
+    findings_json JSON, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    completed_at TIMESTAMP WITH TIME ZONE, 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL, 
+    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL, 
+    FOREIGN KEY(candidate_dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
+    FOREIGN KEY(reference_dataset_id) REFERENCES datasets (id) ON DELETE CASCADE
+);
+
+CREATE INDEX ix_quality_checks_project_id ON quality_checks (project_id);
+
+CREATE INDEX ix_quality_checks_reference_dataset_id ON quality_checks (reference_dataset_id);
+
+CREATE INDEX ix_quality_checks_candidate_dataset_id ON quality_checks (candidate_dataset_id);
+
+CREATE INDEX ix_quality_checks_analysis_run_id ON quality_checks (analysis_run_id);
+
+CREATE TABLE metrics (
+    id UUID NOT NULL, 
+    quality_check_id UUID, 
+    analysis_run_id UUID, 
+    metric_key TEXT NOT NULL, 
+    metric_value FLOAT, 
+    metric_unit TEXT, 
+    label TEXT, 
+    metadata_json JSON, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(), 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(quality_check_id) REFERENCES quality_checks (id) ON DELETE CASCADE, 
+    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_metrics_quality_check_id ON metrics (quality_check_id);
+
+CREATE INDEX ix_metrics_analysis_run_id ON metrics (analysis_run_id);
+
+UPDATE alembic_version SET version_num='202606120700' WHERE alembic_version.version_num = '202606120001';
+
+INFO  [alembic.runtime.migration] Running upgrade 202606120700 -> 202606120800, Add Sprint 8 detection foundation.
+-- Running upgrade 202606120700 -> 202606120800
+
+ALTER TABLE analysis_runs ADD COLUMN dataset_id UUID;
+
+ALTER TABLE analysis_runs ADD FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL;
+
+ALTER TABLE analysis_runs ADD COLUMN job_id UUID;
+
+ALTER TABLE analysis_runs ADD FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL;
+
+ALTER TABLE analysis_runs ADD COLUMN model_name VARCHAR(255);
+
+ALTER TABLE analysis_runs ADD COLUMN model_version VARCHAR(120);
+
+ALTER TABLE analysis_runs ADD COLUMN result_json JSON;
+
+ALTER TABLE analysis_runs ADD COLUMN created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL;
+
+CREATE TABLE detections (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    dataset_id UUID, 
+    analysis_run_id UUID, 
+    job_id UUID, 
+    model_name VARCHAR(255) NOT NULL, 
+    model_version VARCHAR(120), 
+    class_name VARCHAR(120) NOT NULL, 
+    confidence FLOAT NOT NULL, 
+    geometry geometry(GEOMETRY,4326) NOT NULL, 
+    bbox_json JSON, 
+    source_tile_path VARCHAR(500), 
+    properties_json JSON, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL, 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
+    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL, 
+    FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_detections_project_id ON detections (project_id);
+
+CREATE INDEX ix_detections_dataset_id ON detections (dataset_id);
+
+CREATE INDEX ix_detections_analysis_run_id ON detections (analysis_run_id);
+
+CREATE INDEX ix_detections_class_name ON detections (class_name);
+
+CREATE INDEX ix_detections_geometry ON detections USING gist (geometry);
+
+UPDATE alembic_version SET version_num='202606120800' WHERE alembic_version.version_num = '202606120700';
+
+INFO  [alembic.runtime.migration] Running upgrade 202606120800 -> 202606120900, Add Sprint 9 segmentation foundation.
+-- Running upgrade 202606120800 -> 202606120900
+
+CREATE TABLE segmentations (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    dataset_id UUID, 
+    job_id UUID, 
+    analysis_run_id UUID, 
+    model_name VARCHAR(255) NOT NULL, 
+    model_version VARCHAR(120), 
+    class_name VARCHAR(120) NOT NULL, 
+    confidence FLOAT, 
+    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
+    bbox_json JSON, 
+    area_m2 FLOAT, 
+    mask_path TEXT, 
+    source_tile_path VARCHAR(500), 
+    tile_index INTEGER, 
+    properties_json JSON, 
+    provenance_json JSON, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW() NOT NULL, 
+    PRIMARY KEY (id), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(dataset_id) REFERENCES datasets (id) ON DELETE SET NULL, 
+    FOREIGN KEY(job_id) REFERENCES jobs (id) ON DELETE SET NULL, 
+    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_segmentations_project_id ON segmentations (project_id);
+
+CREATE INDEX ix_segmentations_dataset_id ON segmentations (dataset_id);
+
+CREATE INDEX ix_segmentations_analysis_run_id ON segmentations (analysis_run_id);
+
+CREATE INDEX ix_segmentations_job_id ON segmentations (job_id);
+
+CREATE INDEX ix_segmentations_class_name ON segmentations (class_name);
+
+CREATE INDEX ix_segmentations_geometry ON segmentations USING gist (geometry);
+
+UPDATE alembic_version SET version_num='202606120900' WHERE alembic_version.version_num = '202606120800';
+
+INFO  [alembic.runtime.migration] Running upgrade 202606120900 -> 202607140001, Add temporal dataset metadata and durable dataset-version provenance.
+-- Running upgrade 202606120900 -> 202607140001
+
+ALTER TABLE datasets ADD COLUMN temporal_series_key VARCHAR(255);
+
+ALTER TABLE datasets ADD COLUMN observed_at TIMESTAMP WITH TIME ZONE;
+
+ALTER TABLE datasets ADD COLUMN valid_from TIMESTAMP WITH TIME ZONE;
+
+ALTER TABLE datasets ADD COLUMN valid_to TIMESTAMP WITH TIME ZONE;
+
+ALTER TABLE datasets ADD COLUMN temporal_granularity VARCHAR(32);
+
+ALTER TABLE datasets ADD COLUMN source_version VARCHAR(120);
+
+ALTER TABLE dataset_versions ADD COLUMN source_version VARCHAR(120);
+
+ALTER TABLE dataset_versions ADD COLUMN observed_at TIMESTAMP WITH TIME ZONE;
+
+ALTER TABLE dataset_versions ADD COLUMN valid_from TIMESTAMP WITH TIME ZONE;
+
+ALTER TABLE dataset_versions ADD COLUMN valid_to TIMESTAMP WITH TIME ZONE;
+
+ALTER TABLE dataset_versions ADD COLUMN checksum_sha256 VARCHAR(64);
+
+ALTER TABLE dataset_versions ADD COLUMN source_metadata JSON;
+
+ALTER TABLE dataset_versions ADD COLUMN provenance_metadata JSON;
+
+CREATE INDEX ix_datasets_project_temporal_series_observed ON datasets (project_id, temporal_series_key, observed_at);
+
+CREATE UNIQUE INDEX ix_dataset_versions_dataset_version ON dataset_versions (dataset_id, version);
+
+CREATE INDEX ix_vector_features_dataset_source_feature ON vector_features (dataset_id, source_feature_id);
+
+ALTER TABLE datasets ADD CONSTRAINT ck_datasets_temporal_valid_range CHECK (valid_to IS NULL OR valid_from IS NULL OR valid_to >= valid_from);
+
+ALTER TABLE dataset_versions ADD CONSTRAINT ck_dataset_versions_temporal_valid_range CHECK (valid_to IS NULL OR valid_from IS NULL OR valid_to >= valid_from);
+
+UPDATE alembic_version SET version_num='202607140001' WHERE alembic_version.version_num = '202606120900';
+
+INFO  [alembic.runtime.migration] Running upgrade 202607140001 -> 202607150001, Add durable operator review decisions for detection QA evidence.
+-- Running upgrade 202607140001 -> 202607150001
+
+CREATE TABLE detection_reviews (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    quality_check_id UUID NOT NULL, 
+    analysis_run_id UUID, 
+    evidence_role VARCHAR(32) NOT NULL, 
+    evidence_feature_id VARCHAR(255) NOT NULL, 
+    detection_id UUID, 
+    reference_feature_id UUID, 
+    decision VARCHAR(64) DEFAULT 'unreviewed' NOT NULL, 
+    notes TEXT, 
+    reviewed_by VARCHAR(120) DEFAULT 'operator' NOT NULL, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT now() NOT NULL, 
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT now() NOT NULL, 
+    PRIMARY KEY (id), 
+    CONSTRAINT ck_detection_reviews_evidence_role CHECK (evidence_role IN ('false_positive', 'false_negative')), 
+    CONSTRAINT ck_detection_reviews_decision CHECK (decision IN ('confirmed_model_false_positive', 'confirmed_model_false_negative', 'reference_gap_or_change', 'qa_alignment_mismatch', 'imagery_obscured_or_uncertain', 'uncertain', 'unreviewed')), 
+    FOREIGN KEY(analysis_run_id) REFERENCES analysis_runs (id) ON DELETE SET NULL, 
+    FOREIGN KEY(detection_id) REFERENCES detections (id) ON DELETE SET NULL, 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(quality_check_id) REFERENCES quality_checks (id) ON DELETE CASCADE, 
+    FOREIGN KEY(reference_feature_id) REFERENCES vector_features (id) ON DELETE SET NULL, 
+    CONSTRAINT uq_detection_reviews_evidence UNIQUE (quality_check_id, evidence_role, evidence_feature_id)
+);
+
+CREATE INDEX ix_detection_reviews_project_id ON detection_reviews (project_id);
+
+CREATE INDEX ix_detection_reviews_quality_check_id ON detection_reviews (quality_check_id);
+
+CREATE INDEX ix_detection_reviews_analysis_run_id ON detection_reviews (analysis_run_id);
+
+CREATE INDEX ix_detection_reviews_decision ON detection_reviews (decision);
+
+UPDATE alembic_version SET version_num='202607150001' WHERE alembic_version.version_num = '202607140001';
+
+INFO  [alembic.runtime.migration] Running upgrade 202607150001 -> 202607160001, Index partitioned vector features by dataset and municipality.
+-- Running upgrade 202607150001 -> 202607160001
+
+CREATE INDEX ix_vector_features_dataset_municipality ON vector_features (dataset_id, (properties_json ->> 'municipality'));
+
+UPDATE alembic_version SET version_num='202607160001' WHERE alembic_version.version_num = '202607150001';
+
+INFO  [alembic.runtime.migration] Running upgrade 202607160001 -> 202607260001, Add resumable AOI parent and partition operations.
+-- Running upgrade 202607160001 -> 202607260001
+
+CREATE TABLE aoi_operations (
+    id UUID NOT NULL, 
+    project_id UUID NOT NULL, 
+    area_id UUID, 
+    parent_job_id UUID, 
+    operation_type VARCHAR(128) NOT NULL, 
+    status VARCHAR(32) NOT NULL, 
+    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
+    request_json JSON NOT NULL, 
+    plan_json JSON NOT NULL, 
+    result_json JSON, 
+    error_message TEXT, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
+    started_at TIMESTAMP WITH TIME ZONE, 
+    finished_at TIMESTAMP WITH TIME ZONE, 
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
+    PRIMARY KEY (id), 
+    CONSTRAINT ck_aoi_operations_status CHECK (status IN ('queued', 'running', 'partial', 'success', 'failed', 'cancelled')), 
+    FOREIGN KEY(project_id) REFERENCES projects (id) ON DELETE CASCADE, 
+    FOREIGN KEY(area_id) REFERENCES areas (id) ON DELETE SET NULL, 
+    FOREIGN KEY(parent_job_id) REFERENCES jobs (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_aoi_operations_project_status ON aoi_operations (project_id, status);
+
+CREATE INDEX ix_aoi_operations_geometry ON aoi_operations USING gist (geometry);
+
+CREATE TABLE aoi_operation_partitions (
+    id UUID NOT NULL, 
+    operation_id UUID NOT NULL, 
+    child_job_id UUID, 
+    partition_key VARCHAR(255) NOT NULL, 
+    provider_key VARCHAR(120) NOT NULL, 
+    product_key VARCHAR(120) NOT NULL, 
+    ordinal INTEGER NOT NULL, 
+    status VARCHAR(32) NOT NULL, 
+    geometry geometry(MULTIPOLYGON,4326) NOT NULL, 
+    attempt_count INTEGER DEFAULT '0' NOT NULL, 
+    max_attempts INTEGER DEFAULT '3' NOT NULL, 
+    checkpoint_json JSON, 
+    result_json JSON, 
+    error_message TEXT, 
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
+    started_at TIMESTAMP WITH TIME ZONE, 
+    finished_at TIMESTAMP WITH TIME ZONE, 
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT now(), 
+    PRIMARY KEY (id), 
+    CONSTRAINT ck_aoi_operation_partitions_status CHECK (status IN ('queued', 'running', 'success', 'failed', 'skipped')), 
+    CONSTRAINT uq_aoi_operation_partition_key UNIQUE (operation_id, partition_key), 
+    FOREIGN KEY(operation_id) REFERENCES aoi_operations (id) ON DELETE CASCADE, 
+    FOREIGN KEY(child_job_id) REFERENCES jobs (id) ON DELETE SET NULL
+);
+
+CREATE INDEX ix_aoi_operation_partitions_operation_status ON aoi_operation_partitions (operation_id, status);
+
+CREATE INDEX ix_aoi_operation_partitions_geometry ON aoi_operation_partitions USING gist (geometry);
+
+UPDATE alembic_version SET version_num='202607260001' WHERE alembic_version.version_num = '202607160001';
+
+COMMIT;
+
diff --git a/artifacts/evidence/accuracy/P1/backend-ci-entrypoint.txt b/artifacts/evidence/accuracy/P1/backend-ci-entrypoint.txt
index 2ef90354..015f7700 100644
--- a/artifacts/evidence/accuracy/P1/backend-ci-entrypoint.txt
+++ b/artifacts/evidence/accuracy/P1/backend-ci-entrypoint.txt
@@ -1,28 +1,28 @@
-workdir=backend
-command=python -m pytest -W error::DeprecationWarning
-exit_code=2
-captured_at=2026-08-01T18:33:34.1591431+02:00
-
-============================= test session starts =============================
-platform win32 -- Python 3.13.2, pytest-8.4.0, pluggy-1.6.0
-rootdir: C:\Projects\geointel\backend
-configfile: pyproject.toml
-plugins: asyncio-1.0.0, cov-6.3.0, anyio-4.12.1
-asyncio: mode=Mode.STRICT, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function
-collected 1194 items / 1 error
-
-=================================== ERRORS ====================================
-__________ ERROR collecting tests/test_operator_polygon_label_qa.py ___________
-ImportError while importing test module 'C:\Projects\geointel\backend\tests\test_operator_polygon_label_qa.py'.
-Hint: make sure your test modules/packages have valid Python names.
-Traceback:
-C:\Program Files\Python313\Lib\importlib\__init__.py:88: in import_module
-    return _bootstrap._gcd_import(name[level:], package, level)
-           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-tests\test_operator_polygon_label_qa.py:1: in <module>
-    from scripts.render_operator_polygon_label_qa import geometry_rings
-E   ModuleNotFoundError: No module named 'scripts.render_operator_polygon_label_qa'
-=========================== short test summary info ===========================
-ERROR tests/test_operator_polygon_label_qa.py
-!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!
-============================== 1 error in 5.69s ===============================
+workdir=backend
+command=python -m pytest -W error::DeprecationWarning
+exit_code=2
+captured_at=2026-08-01T18:33:34.1591431+02:00
+
+============================= test session starts =============================
+platform win32 -- Python 3.13.2, pytest-8.4.0, pluggy-1.6.0
+rootdir: C:\Projects\geointel\backend
+configfile: pyproject.toml
+plugins: asyncio-1.0.0, cov-6.3.0, anyio-4.12.1
+asyncio: mode=Mode.STRICT, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function
+collected 1194 items / 1 error
+
+=================================== ERRORS ====================================
+__________ ERROR collecting tests/test_operator_polygon_label_qa.py ___________
+ImportError while importing test module 'C:\Projects\geointel\backend\tests\test_operator_polygon_label_qa.py'.
+Hint: make sure your test modules/packages have valid Python names.
+Traceback:
+C:\Program Files\Python313\Lib\importlib\__init__.py:88: in import_module
+    return _bootstrap._gcd_import(name[level:], package, level)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+tests\test_operator_polygon_label_qa.py:1: in <module>
+    from scripts.render_operator_polygon_label_qa import geometry_rings
+E   ModuleNotFoundError: No module named 'scripts.render_operator_polygon_label_qa'
+=========================== short test summary info ===========================
+ERROR tests/test_operator_polygon_label_qa.py
+!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!
+============================== 1 error in 5.69s ===============================
diff --git a/artifacts/evidence/accuracy/P1/backend-full-suite.junit.xml b/artifacts/evidence/accuracy/P1/backend-full-suite.junit.xml
index bffff966..47321013 100644
--- a/artifacts/evidence/accuracy/P1/backend-full-suite.junit.xml
+++ b/artifacts/evidence/accuracy/P1/backend-full-suite.junit.xml
@@ -1,233 +1,233 @@
-<?xml version="1.0" encoding="utf-8"?><testsuites name="pytest tests"><testsuite name="pytest" errors="0" failures="17" skipped="0" tests="1197" time="70.556" timestamp="2026-08-01T18:30:49.403037+02:00" hostname="DESKTOP"><testcase classname="tests.test_alembic_logging_config" name="test_alembic_logging_formatter_uses_runtime_interpolation_tokens" time="0.002" /><testcase classname="tests.test_auth" name="test_guest_access_defaults_on_when_operator_authentication_is_enabled" time="0.237" /><testcase classname="tests.test_auth" name="test_guest_default_is_inactive_but_valid_when_operator_authentication_is_disabled" time="0.166" /><testcase classname="tests.test_auth" name="test_auth_session_and_health_are_public_but_api_is_protected" time="0.181" /><testcase classname="tests.test_auth" name="test_login_uses_http_only_session_cookie_and_logout_revokes_browser_access" time="0.298" /><testcase classname="tests.test_auth" 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classname="tests.test_raster_operations_service" name="test_run_job_sync_persists_job_output_dataset_for_raster_ops" time="0.002" /><testcase classname="tests.test_raster_operations_service" name="test_run_job_sync_records_raster_job_error" time="0.003" /><testcase classname="tests.test_raster_operations_service" name="test_raster_clip_rejects_empty_raster_clip" time="0.005" /><testcase classname="tests.test_raster_operations_service" name="test_raster_ndvi_rejects_invalid_band_index" time="0.007" /><testcase classname="tests.test_raster_operations_service" name="test_raster_ndvi_dependency_aware" time="0.003" /><testcase classname="tests.test_raster_operations_service" name="test_raster_ndbi_dependency_aware_when_numpy_missing" time="0.003" /><testcase classname="tests.test_raster_operations_service" name="test_raster_index_records_provenance_and_dtype" time="0.018" /><testcase classname="tests.test_raster_operations_service" name="test_run_job_sync_serializes_index_job_output_dataset_id" time="0.001" /><testcase classname="tests.test_raster_service" name="test_extract_raster_metadata_returns_dependency_aware_error" time="0.003" /><testcase classname="tests.test_raster_service" name="test_extract_raster_metadata_maps_basic_profile_fields" time="0.003" /><testcase classname="tests.test_rc10_data_operations" name="test_backup_guard_requires_recent_complete_sha256_storage_backup" time="0.093" /><testcase classname="tests.test_rc10_data_operations" name="test_backup_guard_rejects_stale_or_tampered_backup" time="0.098" /><testcase classname="tests.test_rc10_data_operations" name="test_storage_lifecycle_is_fail_closed_and_protects_release_evidence" time="0.005" /><testcase classname="tests.test_rc10_data_operations" name="test_storage_audit_only_selects_old_unreferenced_allowlisted_files" time="0.021" /><testcase classname="tests.test_rc10_data_operations" name="test_referenced_tile_manifest_protects_its_tiles" time="0.030" /><testcase classname="tests.test_rc10_data_operations" name="test_ordinary_json_export_is_not_treated_as_an_artifact_manifest" time="0.013" /><testcase classname="tests.test_rc10_data_operations" name="test_manifest_ids_dates_and_labels_are_not_treated_as_paths" time="0.038" /><testcase classname="tests.test_rc10_data_operations" name="test_disk_pressure_uses_absolute_headroom_for_large_arrays" time="0.007" /><testcase classname="tests.test_rc10_data_operations" name="test_source_family_report_covers_national_regional_and_maritime" time="0.009" /><testcase classname="tests.test_rc10_data_operations" name="test_national_and_maritime_sources_have_explicit_freshness_policies" time="0.001" /><testcase classname="tests.test_rc10_data_operations" name="test_cleanup_commands_require_backup_confirmation_and_read_only_mount" time="0.004" /><testcase classname="tests.test_rc11_release_package" name="test_release_version_is_consistent_across_runtime_packages" time="0.049" /><testcase classname="tests.test_rc11_release_package" name="test_release_image_carries_semantic_version_identity" time="0.002" /><testcase classname="tests.test_rc11_release_package" name="test_release_package_signature_and_checksums_fail_closed" time="0.908" /><testcase classname="tests.test_rc11_release_package" name="test_release_package_cli_requires_tagged_clean_revision" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_coverage_catalog_uses_normalized_contracts_and_does_not_change_provider_registry" time="0.007" /><testcase classname="tests.test_rc4_national_coverage" name="test_national_and_maritime_reference_layers_are_selection_analyzable" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_national_scope_operator_assigns_explicit_map_themes" time="0.004" /><testcase classname="tests.test_rc4_national_coverage" name="test_coverage_resolver_only_reports_operational_for_materialized_ready_dataset" time="0.005" /><testcase classname="tests.test_rc4_national_coverage" name="test_statbel_population_materialization_does_not_masquerade_as_admin_data" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_bounded_api_materialization_only_covers_its_persisted_bbox" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_bounded_partition_union_can_be_operational" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_spw_bathymetry_materialization_is_source_specific" time="0.003" /><testcase classname="tests.test_rc4_national_coverage" name="test_vha_bathymetry_profiles_are_operational_only_inside_the_persisted_selection" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_mixed_land_and_north_sea_selection_remains_split" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_flemish_materialization_is_theme_specific" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_outside_scope_and_unknown_theme_are_explicit" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox" time="0.006"><failure message="assert 'coverageSelectionAvailable' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox() -&gt; None:
-        root = Path(__file__).parents[2]
-        focus = (root / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(encoding="utf-8")
-        workspace_hook = (root / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(encoding="utf-8")
-        coverage_hook = (root / "frontend" / "src" / "hooks" / "useCoverageResolver.ts").read_text(encoding="utf-8")
-        map_workspace = (root / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
-    
-        assert "Belgium and North Sea Workbench" in focus
-        assert "nationalProject" in workspace_hook
-        assert "return nationalProject.id" in workspace_hook
-        assert "NATIONAL_WORKSPACE_REGION" in workspace_hook
-        assert "externalApi.resolveCoverage" in coverage_hook
-        assert "coverage.outside_supported_scope" in map_workspace
-        assert "coverageStatusLabel" in map_workspace
-&gt;       assert "coverageSelectionAvailable" in map_workspace
-E       assert 'coverageSelectionAvailable' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_rc4_national_coverage.py:432: AssertionError</failure></testcase><testcase classname="tests.test_rc4_national_scope_operator" name="test_marine_legal_scopes_are_derived_from_official_reporting_units" time="0.004" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_marine_scope_derivation_fails_when_a_required_unit_is_missing" time="0.002" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_area_geometry_normalization_drops_source_z_dimension" time="0.001" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_archive_extraction_accepts_one_safe_geopackage_and_rejects_traversal" time="0.053" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_wfs_fetch_is_allowlisted_paginated_and_complete" time="0.002" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_operator_is_packaged_and_guarded_by_readiness" time="0.002" /><testcase classname="tests.test_rc5_release_deployment" name="test_build_identity_does_not_invalidate_dependency_layers" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_release_deploy_preserves_immutable_and_previous_images" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_release_and_container_replacement_are_serialized" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_release_waits_for_large_postgis_volume_recovery" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_runtime_configuration_is_validated_before_container_replacement" time="0.002"><failure message="ValueError: substring not found">def test_runtime_configuration_is_validated_before_container_replacement() -&gt; None:
-        run_script = (ROOT / "deploy" / "unraid" / "run-dockerman-container.sh").read_text(encoding="utf-8")
-    
-        validation_index = run_script.index("validate_runtime_config")
-&gt;       replacement_index = run_script.index("docker compose down")
-                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-E       ValueError: substring not found
-
-backend\tests\test_rc5_release_deployment.py:65: ValueError</failure></testcase><testcase classname="tests.test_rc5_release_deployment" name="test_fresh_install_smoke_is_isolated_and_cleans_only_its_temp_path" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_manual_rollback_reuses_persistent_paths_and_requires_existing_image" time="0.002" /><testcase classname="tests.test_rc5_release_deployment" name="test_readiness_checks_all_release_shell_entrypoints" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_upgrade_smoke_restores_and_upgrades_only_an_isolated_database" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_python_ci_lock_is_hashed_linux_311_and_excludes_ai" time="0.002" /><testcase classname="tests.test_rc6_supply_chain" name="test_lock_generator_uses_pinned_linux_runtime_and_verifies_policy" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_ci_runs_complete_release_and_supply_chain_gates" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_scanner_images_are_versioned_and_digest_pinned" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_readiness_guards_lock_and_supply_chain_entrypoints" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_python_audit_exceptions_are_timeboxed_and_full_evidence_is_kept" time="0.004" /><testcase classname="tests.test_rc6_supply_chain" name="test_release_image_uses_locked_non_ai_dependencies_and_npm_ci" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_gosu_compatibility_wrapper_uses_exec_and_setpriv" time="0.002" /><testcase classname="tests.test_rc7_api_response_contracts" name="test_no_untyped_fastapi_response_models_remain" time="0.006" /><testcase classname="tests.test_rc7_api_response_contracts" name="test_every_json_success_response_has_a_concrete_canonical_schema" time="0.872" /><testcase classname="tests.test_rc8_release_journey_contract" name="test_release_golden_area_contract_covers_belgium_and_north_sea" time="0.003" /><testcase classname="tests.test_rc8_release_journey_contract" name="test_release_golden_area_geometries_are_bounded_and_fingerprintable" time="0.003" /><testcase classname="tests.test_rc8_release_journey_contract" name="test_rc8_runner_and_container_operator_are_release_wired" time="0.002" /><testcase classname="tests.test_rc9_ux_release_contract" name="test_rc9_ux_audit_is_wired_into_frontend_and_readiness" time="0.002" /><testcase classname="tests.test_rc9_ux_release_contract" name="test_rc9_loading_and_accessibility_states_are_explicit" time="0.006"><failure message="assert 'Beschikbaarheid controleren' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_rc9_loading_and_accessibility_states_are_explicit() -&gt; None:
-        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
-        map_workspace = (
-            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
-        ).read_text(encoding="utf-8")
-        geo_map = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
-            encoding="utf-8"
-        )
-    
-        assert "workspaceDataLoading" in app
-        assert 'role="status" aria-live="polite"' in app
-        assert "Databronnen worden gecontroleerd" in map_workspace
-&gt;       assert "Beschikbaarheid controleren" in map_workspace
-E       assert 'Beschikbaarheid controleren' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_rc9_ux_release_contract.py:33: AssertionError</failure></testcase><testcase classname="tests.test_rc9_ux_release_contract" name="test_rc9_performance_budgets_are_documented_and_visible" time="0.003" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_backup_is_atomic_read_only_and_checksum_bound" time="0.001" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_backup_verification_is_read_only" time="0.002" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_restore_smoke_is_forced_to_generated_isolated_database" time="0.002" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_release_safety_scripts_have_valid_bash_syntax" time="1.348" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_readiness_gate_checks_release_safety_scripts" time="0.001" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_password_rotation_never_prints_or_persists_generated_secret" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_historical_orthophoto_is_rejected_for_detection" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_historical_detection_qa_rejects_current_reference" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_historical_detection_qa_accepts_overlapping_reference_edition" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_current_source_with_unbounded_current_reference_remains_supported" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_detection_frontend_has_no_implicit_first_raster_fallback" time="0.004" /><testcase classname="tests.test_rc_release_evidence" name="test_release_evidence_manifest_is_secret_free_and_read_only" time="2.415" /><testcase classname="tests.test_rc_release_evidence" name="test_release_evidence_cli_writes_single_head_manifest" time="2.843" /><testcase classname="tests.test_rc_release_evidence" name="test_readiness_gate_compiles_release_evidence_command" time="0.001" /><testcase classname="tests.test_rc_runtime_observability" name="test_valid_request_id_is_returned" time="0.010" /><testcase classname="tests.test_rc_runtime_observability" name="test_unsafe_request_id_is_replaced" time="0.010" /><testcase classname="tests.test_rc_runtime_observability" name="test_runtime_report_is_read_only_by_default_and_requires_confirmation" time="0.001" /><testcase classname="tests.test_rc_runtime_observability" name="test_all_in_one_deploy_embeds_immutable_build_identity" time="0.002"><failure message="assert 'GEOINTEL_BUILD_SHA=&quot;$(git rev-parse HEAD)&quot;' in '#!/usr/bin/env bash\nset -euo pipefail\n\nROOT=&quot;$(cd &quot;$(dirname &quot;${BASH_SOURCE[0]}&quot;)/../..&quot; &amp;&amp; pwd)&quot;\ncd &quot;$ROOT&quot;\n\nG...ge.revision&quot;}} created={{index .Config.Labels &quot;org.opencontainers.image.created&quot;}}\' \\\n  &quot;$GEOINTEL_RELEASE_IMAGE&quot;\n'">def test_all_in_one_deploy_embeds_immutable_build_identity() -&gt; None:
-        dockerfile = (ROOT / "deploy" / "unraid" / "Dockerfile.all-in-one").read_text(encoding="utf-8")
-        release_script = (ROOT / "deploy" / "unraid" / "deploy-release.sh").read_text(encoding="utf-8")
-        deploy_powershell = (ROOT / "scripts" / "deploy_tower.ps1").read_text(encoding="utf-8")
-        deploy_shell = (ROOT / "scripts" / "deploy_tower.sh").read_text(encoding="utf-8")
-    
-        assert "ARG GEOINTEL_BUILD_SHA=unknown" in dockerfile
-        assert 'GEOINTEL_BUILD_SHA="${GEOINTEL_BUILD_SHA}"' in dockerfile
-        assert 'GEOINTEL_BUILD_TIME="${GEOINTEL_BUILD_TIME}"' in dockerfile
-        assert 'org.opencontainers.image.revision="${GEOINTEL_BUILD_SHA}"' in dockerfile
-&gt;       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in release_script
-E       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in '#!/usr/bin/env bash\nset -euo pipefail\n\nROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." &amp;&amp; pwd)"\ncd "$ROOT"\n\nG...ge.revision"}} created={{index .Config.Labels "org.opencontainers.image.created"}}\' \\\n  "$GEOINTEL_RELEASE_IMAGE"\n'
-
-backend\tests\test_rc_runtime_observability.py:47: AssertionError</failure></testcase><testcase classname="tests.test_readiness_gate" name="test_backend_keeps_starlette_on_the_supported_pre_httpx2_line" time="0.002" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_treats_deprecation_warnings_as_errors" time="0.002" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_runs_contract_smoke" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_checks_demo_export_workflow_script_syntax" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_runs_golden_qa_benchmark" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_compiles_demo_cleanup_script" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_checks_demo_cleanup_dry_run_script_syntax" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_demo_cleanup_dry_run_script_is_dry_run_only" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_checks_workbench_screenshot_capture_syntax" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_workbench_screenshot_capture_is_artifact_based_and_non_mutating" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_compiles_yolo_preflight_script" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_demo_export_workflow_script_verifies_export_endpoints" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_workbench_default_state_script_verifies_populated_demo_start_state" time="0.002" /><testcase classname="tests.test_readiness_gate" name="test_pass_end_check_excludes_vendor_and_build_outputs" time="0.001" /><testcase classname="tests.test_regional_yolo_dataset" name="test_select_paths_is_region_and_split_safe" time="0.001" /><testcase classname="tests.test_request_target_security" name="test_invalid_host_request_target_is_rejected_canonically" time="0.005" /><testcase classname="tests.test_request_target_security" name="test_urlencoded_form_body_is_rejected_before_starlette_form_parsing" time="0.005" /><testcase classname="tests.test_request_target_security" name="test_multipart_upload_contract_remains_available" time="0.005" /><testcase classname="tests.test_retile_yolo_dataset" name="test_tile_starts_cover_edges_with_overlap" time="0.001" /><testcase classname="tests.test_retile_yolo_dataset" name="test_tile_starts_reject_image_smaller_than_tile" time="0.001" /><testcase classname="tests.test_rotate_belgium_building_holdouts" name="test_rotated_corpus_version_is_explicit_and_canonical" time="0.001" /><testcase classname="tests.test_run_state_consistency" name="test_invalid_fixture_detections_mark_run_and_job_failed" time="0.005" /><testcase classname="tests.test_run_state_consistency" name="test_invalid_fixture_segmentations_mark_run_and_job_failed" time="0.005" /><testcase classname="tests.test_run_state_consistency" name="test_unexpected_error_in_sync_job_marks_job_failed" time="0.002" /><testcase classname="tests.test_run_state_consistency" name="test_app_error_in_sync_job_still_marks_job_failed" time="0.001" /><testcase classname="tests.test_runtime_reconciliation_service" name="test_reconciliation_terminalizes_only_running_work" time="0.006" /><testcase classname="tests.test_runtime_reconciliation_service" name="test_startup_reconciliation_is_enabled_only_in_all_in_one_runtime" time="0.001" /><testcase classname="tests.test_sam_roof_label_refinement" name="test_plausible_refinement_is_fail_closed" time="0.001" /><testcase classname="tests.test_sam_roof_label_refinement" name="test_yolo_round_trip_shape" time="0.001" /><testcase classname="tests.test_sam_roof_label_refinement" name="test_cli_exposes_explicit_fallback_policy" time="0.001" /><testcase classname="tests.test_schema_model_field_warnings" name="test_model_prefixed_api_fields_are_explicitly_supported" time="0.001" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_models_report_not_configured_when_disabled" time="0.007" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_models_report_dependency_unavailable" time="0.008" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_models_report_configured_with_local_weights" time="0.008" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_dependency_check_uses_real_imports_not_find_spec" time="0.001" /><testcase classname="tests.test_segmentation_configured_models" name="test_configured_segmentation_requires_tile_manifest" time="0.007" /><testcase classname="tests.test_segmentation_configured_models" name="test_configured_yolo_seg_run_persists_georeferenced_masks" time="0.022" /><testcase classname="tests.test_segmentation_configured_models" name="test_configured_sam_run_is_class_agnostic" time="0.022" /><testcase classname="tests.test_segmentation_configured_models" name="test_unconfigured_segmentation_run_fails_closed" time="0.008" /><testcase classname="tests.test_segmentation_configured_models" name="test_pixel_points_to_epsg4326_polygon_uses_tile_transform" time="0.001" /><testcase classname="tests.test_segmentation_configured_models" name="test_pixel_points_to_epsg4326_polygon_rejects_degenerate_input" time="0.001" /><testcase classname="tests.test_selection_partition_analysis" name="test_vector_partition_route_combines_one_governed_product" time="0.001" /><testcase classname="tests.test_selection_partition_analysis" name="test_vector_partition_request_has_a_bounded_fan_out" time="0.010" /><testcase classname="tests.test_selection_partition_analysis" name="test_vector_partition_route_rejects_mixed_source_products" time="0.001" /><testcase classname="tests.test_sprint100_segmentation_manifest_handoff" name="test_raster_tile_manifest_can_handoff_to_segmentation_lab" time="0.004" /><testcase classname="tests.test_sprint101_ai_handoff_interaction_smoke" name="test_ai_handoff_interaction_smoke_is_registered_and_clicks_both_handoffs" time="0.001" /><testcase classname="tests.test_sprint103_ai_lab_run_readiness" name="test_detection_lab_exposes_run_readiness_contract" time="0.001" /><testcase classname="tests.test_sprint103_ai_lab_run_readiness" name="test_segmentation_lab_exposes_run_readiness_contract" time="0.001" /><testcase classname="tests.test_sprint103_ai_lab_run_readiness" name="test_ai_lab_run_readiness_css_contract" time="0.002" /><testcase classname="tests.test_sprint104_ai_lab_action_guardrails" name="test_detection_lab_distinguishes_configured_model_from_ui_runnable_action" time="0.001" /><testcase classname="tests.test_sprint104_ai_lab_action_guardrails" name="test_segmentation_lab_distinguishes_configured_model_from_ui_runnable_action" time="0.001" /><testcase classname="tests.test_sprint104_ai_lab_action_guardrails" name="test_ai_lab_guardrail_styles_remain_compact" time="0.001" /><testcase classname="tests.test_sprint105_map_feature_extract" name="test_map_workspace_exposes_feature_extract_actions" time="0.002" /><testcase classname="tests.test_sprint105_map_feature_extract" name="test_geomap_highlights_selected_feature_layer" time="0.001" /><testcase classname="tests.test_sprint105_map_feature_extract" name="test_feature_extract_css_is_responsive_and_scannable" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_feature_service_extracts_bbox_geojson_from_persisted_rows" time="0.002" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_feature_service_rejects_invalid_bbox" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_is_project_scoped_and_enveloped" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_rejects_non_vector_dataset" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_uses_persisted_area_geometry_when_requested" time="0.002" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_uses_bbox_for_dataset_preclipped_to_selected_area" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_rejects_area_from_another_project" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_frontend_exposes_map_bbox_selection_contracts" time="0.006"><failure message="assert 'analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_frontend_exposes_map_bbox_selection_contracts() -&gt; None:
-        api_client = (ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts").read_text(encoding="utf-8")
-        map_workspace = (ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
-        geomap = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(encoding="utf-8")
-        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
-        extract_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapSelectionExtract.ts").read_text(encoding="utf-8")
-        theme_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
-    
-        assert "selectVectorFeatures" in api_client
-        assert "Area selection" in map_workspace
-        assert "Teken rechthoek" in map_workspace
-        assert "Objecten in gebied ophalen" in map_workspace
-        assert "Gebiedsdownload bewaren" in map_workspace
-        assert "bboxSelectionMode" in geomap
-        assert "selection-bbox" in geomap
-        assert "selection-result" in geomap
-        assert "useMapSelectionExtract" in app
-        assert "area_id: areaId" in extract_hook
-        assert "area_id: areaId" in theme_hook
-&gt;       assert "analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in map_workspace
-E       assert 'analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint106_map_bbox_extract.py:356: AssertionError</failure></testcase><testcase classname="tests.test_sprint107_map_selection_export" name="test_vector_selection_geojson_export_persists_handoff_artifact" time="0.015" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_vector_selection_geojson_export_endpoint_returns_canonical_envelope" time="0.009" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_vector_selection_export_uses_exact_area_scope_when_requested" time="0.004" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_area_constrained_bbox_uses_intersection_and_disables_full_area_fast_path" time="0.004" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_area_constrained_bbox_rejects_selection_outside_work_area" time="0.001" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_frontend_exposes_map_selection_export_action" time="0.004" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_vector_selection_derive_persists_queryable_derived_dataset" time="0.015" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_vector_selection_derive_rejects_empty_selection" time="0.003" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_vector_selection_derive_endpoint_returns_canonical_dataset_envelope" time="0.009" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_frontend_exposes_map_selection_derive_action" time="0.003" /><testcase classname="tests.test_sprint109_map_selection_qa_shortcut" name="test_map_selection_qa_shortcut_uses_existing_qa_workflow_contract" time="0.002" /><testcase classname="tests.test_sprint109_map_selection_qa_shortcut" name="test_app_keeps_qa_api_calls_out_of_orchestration" time="0.001" /><testcase classname="tests.test_sprint110_map_qa_evidence_drilldown" name="test_map_qa_result_exposes_quality_check_evidence_contract" time="0.003" /><testcase classname="tests.test_sprint110_map_qa_evidence_drilldown" name="test_map_qa_evidence_keeps_backend_contract_unchanged" time="0.001" /><testcase classname="tests.test_sprint111_qa_feature_evidence" name="test_qa_feature_evidence_contract_is_documented_and_rendered" time="0.002" /><testcase classname="tests.test_sprint111_qa_feature_evidence" name="test_qa_services_persist_feature_evidence_without_new_migrations" time="0.002" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_quality_check_evidence_geojson_resolves_persisted_vector_features" time="0.003" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_quality_check_evidence_geojson_rejects_cross_project_access" time="0.001" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_quality_check_evidence_geojson_api_uses_canonical_envelope" time="0.007" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_frontend_quality_evidence_overlay_contract_is_wired" time="0.003" /><testcase classname="tests.test_sprint113_calm_workbench_layout" name="test_calm_workbench_layout_reduces_duplicate_navigation_density" time="0.001" /><testcase classname="tests.test_sprint113_calm_workbench_layout" name="test_calm_workbench_layout_keeps_mobile_safe_navigation" time="0.001" /><testcase classname="tests.test_sprint114_data_map_usability_layout" name="test_data_workspace_uses_compact_catalog_layout" time="0.001" /><testcase classname="tests.test_sprint114_data_map_usability_layout" name="test_map_workspace_prioritizes_map_before_dense_controls" time="0.001" /><testcase classname="tests.test_sprint115_quality_export_usability_layout" name="test_quality_workspace_uses_compact_evidence_review_layout" time="0.001" /><testcase classname="tests.test_sprint115_quality_export_usability_layout" name="test_export_workspace_uses_compact_handoff_layout" time="0.001" /><testcase classname="tests.test_sprint116_operational_gis_map_workflow" name="test_map_uses_road_basemap_with_attribution_and_env_override" time="0.001" /><testcase classname="tests.test_sprint116_operational_gis_map_workflow" name="test_map_workspace_can_select_persisted_database_layer_and_run_query" time="0.003" /><testcase classname="tests.test_sprint118_yolo_preflight_ui" name="test_detection_lab_surfaces_yolo_runtime_preflight" time="0.003" /><testcase classname="tests.test_sprint118_yolo_preflight_ui" name="test_detection_lab_surfaces_local_model_asset_selection" time="0.003" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_reports_no_local_model" time="0.116" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_refuses_ambiguous_model_selection" time="0.116" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_dry_run_selects_single_model" time="0.115" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_apply_updates_existing_env_file" time="0.138" /><testcase classname="tests.test_sprint120_model_asset_detection_workflow_smoke" name="test_model_asset_detection_workflow_smoke_is_registered_and_checks_configured_yolo_path" time="0.001" /><testcase classname="tests.test_sprint121_real_data_detection_qa_smoke" name="test_real_data_detection_qa_smoke_requires_operator_inputs_and_checks_full_chain" time="0.002" /><testcase classname="tests.test_sprint122_model_asset_activation_guardrails" name="test_detection_workflow_selects_only_the_active_runtime_model_asset_automatically" time="0.001" /><testcase classname="tests.test_sprint122_model_asset_activation_guardrails" name="test_detection_lab_explains_explicit_model_asset_and_threshold_selection" time="0.002" /><testcase classname="tests.test_sprint122_model_asset_activation_guardrails" name="test_detection_run_readiness_requires_explicit_asset_when_local_assets_exist" time="0.001" /><testcase classname="tests.test_sprint122_raster_upload_metadata_mapping" name="test_raster_upload_maps_metadata_bounds_resolution_and_bands" time="0.003" /><testcase classname="tests.test_sprint123_raster_detection_handoff_operational" name="test_raster_workflow_exposes_structured_tile_manifest_handoff" time="0.002" /><testcase classname="tests.test_sprint123_raster_detection_handoff_operational" name="test_raster_controls_show_manifest_details_and_ai_handoff_action" time="0.001" /><testcase classname="tests.test_sprint123_raster_detection_handoff_operational" name="test_detection_handoff_opens_ai_lab_preflights_manifest_and_keeps_asset_explicit" time="0.002" /><testcase classname="tests.test_sprint124_detection_calibration_sweep" name="test_detection_calibration_sweep_reuses_real_data_workflow_and_reports_qa_metrics" time="0.001" /><testcase classname="tests.test_sprint125_detection_calibration_evidence_bundle" name="test_detection_calibration_evidence_bundle_exports_persisted_qa_evidence" time="0.001" /><testcase classname="tests.test_sprint126_detection_quality_matrix" name="test_detection_quality_matrix_compares_models_tiles_and_thresholds" time="0.001" /><testcase classname="tests.test_sprint127_operator_sample_quality_matrix" name="test_prepare_operator_real_data_samples_fetches_documented_ortho_and_grb_pairs" time="0.001" /><testcase classname="tests.test_sprint127_operator_sample_quality_matrix" name="test_prepare_operator_real_data_samples_help_does_not_require_gis_dependencies" time="0.140" /><testcase classname="tests.test_sprint127_operator_sample_quality_matrix" name="test_multi_sample_detection_quality_matrix_runs_existing_matrix_for_each_sample" time="0.002" /><testcase classname="tests.test_sprint129_operator_yolo_training_dataset" name="test_operator_yolo_dataset_export_script_contract" time="0.002" /><testcase classname="tests.test_sprint129_operator_yolo_training_dataset" name="test_operator_yolo_dataset_export_help_does_not_require_gis_dependencies" time="0.116" /><testcase classname="tests.test_sprint129_operator_yolo_training_dataset" name="test_operator_yolo_train_smoke_script_contract" time="0.001" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_expected_metrics_are_documented" time="0.003" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_benchmark_manifest_covers_multiple_regression_scenarios" time="0.001" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_benchmark_command_passes_all_scenarios_and_reports_persistence" time="2.032" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_shell_wrapper_is_safe_and_documented" time="1.093" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_operator_yolo_tile_dataset_export_script_contract" time="0.002" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_operator_yolo_tile_dataset_export_help_does_not_require_gis_dependencies" time="0.242" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_default_validation_split_is_explicit_and_rejects_holdout_leakage" time="0.007" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_manifest_sample_selection_keeps_external_holdouts_out_of_targeted_dataset" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_train_only_shard_requires_explicit_opt_in" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_validation_coverage_reports_holdouts_without_retained_tiles" time="0.006" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_iter_tile_windows_covers_edges_without_duplicates" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_negative_tile_keep_is_deterministic_and_ratio_bound" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_labels_for_tile_can_drop_tiny_visible_box_fragments" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_background_negative_repeat_only_applies_to_training_background_tiles" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_background_category_is_derived_for_legacy_operator_manifests" time="0.004" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_export_can_skip_low_variance_negative_tiles" time="0.018" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_sample_registry_includes_kempen_reference_and_background_candidates" time="0.005" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_training_expansion_preserves_geographically_separate_holdouts" time="0.006" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_small_building_expansion_has_separate_training_and_validation_centers" time="0.005" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_background_candidates_are_unique_enough_for_hard_negative_training" time="0.005" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_sample_can_be_scaled_for_larger_training_aoi" time="0.008" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_background_candidate_can_write_empty_reference_geojson" time="0.030" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_fetch_reference_follows_grb_next_links_until_complete" time="0.029" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_reference_sample_still_rejects_empty_grb_response" time="0.008" /><testcase classname="tests.test_sprint132_operator_hard_negative_matrix" name="test_operator_hard_negative_matrix_scores_background_samples_without_qa" time="0.002" /><testcase classname="tests.test_sprint133_detection_threshold_calibration_ux" name="test_detection_lab_exposes_persisted_threshold_calibration_comparison" time="0.002" /><testcase classname="tests.test_sprint134_guided_detection_calibration_runner" name="test_detection_lab_has_guided_threshold_calibration_runner" time="0.002" /><testcase classname="tests.test_sprint135_calibration_evidence_handoff" name="test_guided_calibration_rows_link_to_existing_qa_evidence_map" time="0.002" /><testcase classname="tests.test_sprint136_calibration_summary_export_ui" name="test_guided_calibration_runner_exports_review_summary" time="0.002" /><testcase classname="tests.test_sprint137_browser_calibration_summary_evidence_script" name="test_evidence_bundle_script_accepts_browser_calibration_summary_export" time="0.002" /><testcase classname="tests.test_sprint138_calibration_evidence_bundle_smoke" name="test_browser_calibration_evidence_bundle_smoke_runs_with_mocked_api" time="1.141" /><testcase classname="tests.test_sprint139_multi_aoi_calibration_evidence_portfolio" name="test_multi_aoi_calibration_evidence_portfolio_assembles_existing_evidence" time="2.613" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_reports_disabled_without_loading_model" time="0.013" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_distinguishes_missing_dependencies_from_missing_model" time="0.018" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_validates_model_and_manifest_without_importing_yolo" time="0.035" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_marks_assumed_dependencies_in_runtime_details" time="0.030" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_can_explicitly_smoke_load_local_model" time="0.034" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_reports_explicit_model_load_failure" time="0.018" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_script_outputs_json" time="1.924" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_script_uses_environment_configuration" time="2.187" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_script_rejects_assumed_dependencies_for_model_load" time="2.679" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_api_returns_canonical_envelope" time="0.019" /><testcase classname="tests.test_sprint143_detection_model_promotion_report" name="test_detection_model_promotion_report_combines_positive_and_background_gates" time="0.317" /><testcase classname="tests.test_sprint143_detection_model_promotion_report" name="test_detection_model_promotion_report_uses_portfolio_and_tile_defaults" time="0.305" /><testcase classname="tests.test_sprint143_detection_model_promotion_report" name="test_detection_model_promotion_report_accepts_multi_sample_quality_summary" time="0.209" /><testcase classname="tests.test_sprint146_operator_yolo_dataset_quality_audit" name="test_operator_yolo_dataset_quality_audit_reports_dataset_risks" time="0.206" /><testcase classname="tests.test_sprint155_detection_operator_profiles" name="test_detection_operator_profiles_define_explicit_yolo_candidates_and_promoted_profile" time="0.002" /><testcase classname="tests.test_sprint155_detection_operator_profiles" name="test_detection_lab_surfaces_profiles_as_deliberate_operator_actions" time="0.001" /><testcase classname="tests.test_sprint155_detection_operator_profiles" name="test_detection_workflow_applies_profiles_without_selecting_the_first_arbitrary_asset" time="0.001" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_background_samples_are_classified_by_actual_reference_density" time="0.004" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_prepare_sample_manifest_records_background_category_from_cached_reference" time="0.018" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_hard_negative_matrix_can_filter_background_categories" time="0.001" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_yolo_tile_export_preserves_background_category_provenance" time="0.004" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_split_report_builder_creates_strict_gate_and_context_review" time="0.042" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_split_report_builder_rejects_wrong_summary_category" time="0.017" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_split_matrix_runner_invokes_both_background_categories" time="0.001" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_readiness_covers_split_matrix_runner" time="0.001" /><testcase classname="tests.test_sprint158_promotion_report_split_background" name="test_promotion_report_uses_split_pure_empty_as_gate_and_sparse_context_as_review" time="0.225" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_split_background_promotion_workflow_runs_split_then_split_aware_report" time="0.001" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_split_background_promotion_workflow_has_safe_preflight_mode" time="0.001" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_split_background_preflight_derives_missing_background_categories" time="0.898" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_readiness_checks_split_background_promotion_workflow_syntax" time="0.001" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_endpoint_returns_canonical_envelope" time="0.007" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_service_uses_explicit_golden_fixtures" time="0.002" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_service_supports_container_fixture_mount" time="0.001" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_prefers_complete_existing_demo_project" time="0.001" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_explicit_demo_seed_reactivates_an_archived_fixture_project" time="0.001" /><testcase classname="tests.test_sprint161_widescreen_workbench" name="test_workbench_adds_widescreen_layout_contracts" time="0.001" /><testcase classname="tests.test_sprint161_widescreen_workbench" name="test_workbench_adds_ultrawide_map_priority_contracts" time="0.001" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_promoted_yolo_activation_dry_run_validates_report_and_model" time="0.141" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_promoted_yolo_activation_apply_updates_env_file" time="0.465" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_promoted_yolo_activation_rejects_non_promoted_report" time="0.200" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_readiness_gate_compiles_promoted_activation_script" time="0.001" /><testcase classname="tests.test_sprint167_operator_yolo_label_qa_contact_sheets" name="test_contact_sheet_selection_balances_source_samples_before_dense_repeats" time="0.054" /><testcase classname="tests.test_sprint167_operator_yolo_label_qa_contact_sheets" name="test_operator_yolo_label_qa_contact_sheets_render_visual_artifacts" time="0.478" /><testcase classname="tests.test_sprint169_long_context_name_readability" name="test_long_context_names_remain_compact_and_inspectable" time="0.002" /><testcase classname="tests.test_sprint16_quality_checks_dashboard" name="test_quality_check_service_lists_checks_with_metrics" time="0.003" /><testcase classname="tests.test_sprint16_quality_checks_dashboard" name="test_quality_checks_endpoint_returns_canonical_envelope" time="0.041" /><testcase classname="tests.test_sprint170_detection_false_negative_audit" name="test_fixed_threshold_portfolio_inputs_select_one_comparable_run_per_aoi" time="0.362" /><testcase classname="tests.test_sprint170_detection_false_negative_audit" name="test_false_negative_audit_finds_persistent_reference_misses" time="0.725" /><testcase classname="tests.test_sprint170_detection_false_negative_audit" name="test_false_negative_audit_rejects_mismatched_reference_populations" time="0.869" /><testcase classname="tests.test_sprint175_detection_review_hardening" name="test_detection_results_table_uses_bounded_local_pagination" time="0.002" /><testcase classname="tests.test_sprint175_detection_review_hardening" name="test_false_positive_audit_builds_reviewable_persisted_evidence" time="0.852" /><testcase classname="tests.test_sprint175_detection_review_hardening" name="test_false_positive_audit_rejects_declared_role_count_drift" time="0.732" /><testcase classname="tests.test_sprint176_detection_false_positive_visual_review" name="test_detection_quality_evidence_exposes_persisted_detection_provenance" time="0.003" /><testcase classname="tests.test_sprint176_detection_false_positive_visual_review" name="test_false_positive_visual_review_is_stratified_and_requires_manual_decisions" time="1.942" /><testcase classname="tests.test_sprint176_detection_false_positive_visual_review" name="test_false_positive_visual_review_rejects_tiles_outside_storage_root" time="0.793" /><testcase classname="tests.test_sprint177_mol_primary_focus" name="test_frontend_declares_national_scope_as_primary_operating_focus" time="0.002"><failure message="AssertionError: assert 'Atlas Workbench' in 'import {\n  Activity,\n  Bot,\n  Database,\n  Download,\n  Map,\n  ScanSearch,\n  Settings,\n  ShieldCheck,\n  type L...    )\n            })}\n          &lt;/div&gt;\n        ))}\n      &lt;/nav&gt;\n      &lt;ItWorxSignature /&gt;\n    &lt;/aside&gt;\n  )\n}\n'">def test_frontend_declares_national_scope_as_primary_operating_focus() -&gt; None:
-        focus = (ROOT / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(
-            encoding="utf-8"
-        )
-        project_hook = (ROOT / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(
-            encoding="utf-8"
-        )
-        map_source = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
-            encoding="utf-8"
-        )
-        navigation = (
-            ROOT
-            / "frontend"
-            / "src"
-            / "components"
-            / "shell"
-            / "WorkbenchNavigation.tsx"
-        ).read_text(encoding="utf-8")
-    
-        assert "NATIONAL_WORKSPACE_PROJECT_NAME = 'Belgium and North Sea Workbench'" in focus
-        assert "NATIONAL_WORKSPACE_REGION = 'Belgie en Belgische Noordzee'" in focus
-        assert "NATIONAL_MAP_CENTER" in focus
-        assert "return nationalProject.id" in project_hook
-        assert "hasMappedAnalysisContext(data)" in project_hook
-        assert "dataset.dataset_type === 'raster'" in project_hook
-        assert "dataset.dataset_type === 'vector' || dataset.dataset_type === 'geojson'" in project_hook
-        assert "PRIMARY_FOCUS_AREA_NAME" not in project_hook
-        assert "PRIMARY_FOCUS_AREA_GEOJSON" not in project_hook
-        assert "center: NATIONAL_MAP_CENTER" in map_source
-        assert "zoom: NATIONAL_MAP_ZOOM" in map_source
-        assert "GeoIntel" in navigation
-&gt;       assert "Atlas Workbench" in navigation
-E       AssertionError: assert 'Atlas Workbench' in 'import {\n  Activity,\n  Bot,\n  Database,\n  Download,\n  Map,\n  ScanSearch,\n  Settings,\n  ShieldCheck,\n  type L...    )\n            })}\n          &lt;/div&gt;\n        ))}\n      &lt;/nav&gt;\n      &lt;ItWorxSignature /&gt;\n    &lt;/aside&gt;\n  )\n}\n'
-
-backend\tests\test_sprint177_mol_primary_focus.py:38: AssertionError</failure></testcase><testcase classname="tests.test_sprint177_mol_primary_focus" name="test_operator_workflows_put_mol_first_and_name_future_projects" time="0.001" /><testcase classname="tests.test_sprint177_mol_primary_focus" name="test_product_docs_record_national_scope_and_mol_regression_focus" time="0.013"><failure message="assert 'Belgium and the Belgian North Sea' in '# GeoIntel\n\n&lt;p align=&quot;center&quot;&gt;\n  &lt;img src=&quot;frontend/public/geointel-icon.png&quot; width=&quot;92&quot; alt=&quot;GeoIntel logo&quot;&gt;\n&lt;/p...\n\nActieve mijlpaal: **v1.0.0 — Belgium and Belgian North Sea**.\n\nGeoIntel is een project van Jens / ITWorx.tech.\n'">def test_product_docs_record_national_scope_and_mol_regression_focus() -&gt; None:
-        readme = (ROOT / "README.md").read_text(encoding="utf-8")
-        vision = (ROOT / "docs" / "PRODUCT_VISION.md").read_text(encoding="utf-8")
-    
-&gt;       assert "Belgium and the Belgian North Sea" in readme
-E       assert 'Belgium and the Belgian North Sea' in '# GeoIntel\n\n&lt;p align="center"&gt;\n  &lt;img src="frontend/public/geointel-icon.png" width="92" alt="GeoIntel logo"&gt;\n&lt;/p...\n\nActieve mijlpaal: **v1.0.0 — Belgium and Belgian North Sea**.\n\nGeoIntel is een project van Jens / ITWorx.tech.\n'
-
-backend\tests\test_sprint177_mol_primary_focus.py:62: AssertionError</failure></testcase><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_mol_operational_registry_has_distinct_real_world_zones_and_holdouts" time="0.004" /><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_mol_sample_metadata_is_persisted_in_operator_manifest_records" time="0.006" /><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_real_data_matrix_propagates_project_region_and_persisted_area" time="0.001" /><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_mol_operational_runner_uses_real_positive_qa_and_background_paths" time="0.001" /><testcase classname="tests.test_sprint179_detection_false_negative_visual_review" name="test_false_negative_visual_review_uses_persisted_manifest_and_requires_decisions" time="1.031" /><testcase classname="tests.test_sprint179_detection_false_negative_visual_review" name="test_false_negative_visual_review_rejects_manifest_outside_storage" time="0.937" /><testcase classname="tests.test_sprint17_export_foundation" name="test_dataset_geojson_export_persists_export_and_writes_artifact" time="0.021" /><testcase classname="tests.test_sprint17_export_foundation" name="test_dataset_geojson_export_rejects_raster_dataset" time="0.004" /><testcase classname="tests.test_sprint17_export_foundation" name="test_project_metadata_export_persists_json_summary" time="0.022" /><testcase classname="tests.test_sprint17_export_foundation" name="test_project_report_export_persists_html_artifact" time="0.024" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_content_reads_persisted_artifact" time="0.016" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_content_rejects_html_report_preview" time="0.004" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_download_path_rejects_missing_artifact" time="0.004" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_geojson_endpoint_returns_canonical_envelope" time="0.011" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_download_endpoint_returns_file_response" time="0.014" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_download_endpoint_returns_html_media_type" time="0.027" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_workbench_uses_grouped_navigation_and_optional_inspector" time="0.002" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_data_creation_forms_are_progressively_disclosed" time="0.003" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_map_prioritizes_controls_map_and_collapsed_diagnostics" time="0.002" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_ai_workspaces_prioritize_runs_and_collapse_registry_detail" time="0.002" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_mobile_shell_uses_full_width_main_and_horizontal_navigation" time="0.001" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_mol_provisioner_uses_official_identity_and_exact_boundary_clipping" time="0.003" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_mol_provisioner_refuses_a_truncated_municipality_dataset" time="0.003" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_mol_source_session_retries_only_safe_get_requests" time="0.002" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_large_vector_persistence_flushes_once_without_per_feature_refresh" time="0.040" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_municipality_workspace_remains_a_regression_fixture_without_frontend_priority" time="0.003" /><testcase classname="tests.test_sprint182_viewport_vector_delivery" name="test_vector_selection_contract_keeps_an_explicit_bounded_limit" time="0.001" /><testcase classname="tests.test_sprint182_viewport_vector_delivery" name="test_large_vector_delivery_uses_existing_postgis_bbox_contract" time="0.002" /><testcase classname="tests.test_sprint182_viewport_vector_delivery" name="test_map_reports_viewport_and_does_not_refit_each_slice" time="0.002" /><testcase classname="tests.test_sprint183_map_layer_source_mode" name="test_map_source_mode_keeps_database_layers_distinct_from_analysis_results" time="0.002" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_tile_coverage_transforms_projected_manifest_bounds_to_epsg4326" time="0.054" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_tile_coverage_rejects_manifest_for_different_dataset" time="0.001" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_coverage_filter_reports_outside_and_boundary_clipped_population" time="0.002" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_coverage_filter_preserves_prefiltered_database_population_count" time="0.002" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_iou_matching_keeps_exact_results_with_many_spatially_disjoint_references" time="0.005" /><testcase classname="tests.test_sprint185_frontend_toolchain_security" name="test_frontend_toolchain_stays_on_audited_vite_and_node_versions" time="0.003" /><testcase classname="tests.test_sprint185_mol_coverage_benchmark" name="test_mol_benchmark_accepts_coverage_safe_multi_zone_evidence" time="0.204" /><testcase classname="tests.test_sprint185_mol_coverage_benchmark" name="test_mol_benchmark_rejects_missing_coverage_zone_collapse_and_background_pressure" time="0.424" /><testcase classname="tests.test_sprint185_mol_coverage_benchmark" name="test_mol_benchmark_is_wired_into_existing_operator_pipeline" time="0.003" /><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_map_first_explorer_is_the_default_product_flow" time="0.005"><failure message="assert '&lt;h3&gt;Focus op de kaart &lt;small&gt;optioneel&lt;/small&gt;&lt;/h3&gt;' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_map_first_explorer_is_the_default_product_flow() -&gt; None:
-        app = read("frontend/src/App.tsx")
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-    
-        assert "useState&lt;WorkspaceKey&gt;('map')" in app
-        assert "Gebied analyseren" in workspace
-&gt;       assert "&lt;h3&gt;Focus op de kaart &lt;small&gt;optioneel&lt;/small&gt;&lt;/h3&gt;" in workspace
-E       assert '&lt;h3&gt;Focus op de kaart &lt;small&gt;optioneel&lt;/small&gt;&lt;/h3&gt;' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint186_map_first_geographic_explorer.py:19: AssertionError</failure></testcase><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_map_rectangle_drag_is_wired_to_automatic_analysis" time="0.005"><failure message="assert 'void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_map_rectangle_drag_is_wired_to_automatic_analysis() -&gt; None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-        geomap = read("frontend/src/components/GeoMap.tsx")
-        styles = read("frontend/src/styles/app.css")
-    
-        assert "onMapBboxPreview={handleMapBboxPreview}" in workspace
-        assert "onMapBboxSelect={handleMapBboxSelect}" in workspace
-        assert "void analyzeSelection(bbox, areaIdForSelection(bbox))" in workspace
-        assert "const areaIdForSelection" in workspace
-        assert "bbox &amp;&amp; selectedMapArea ? selectedMapArea.id : undefined" in workspace
-&gt;       assert "void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in workspace
-E       assert 'void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint186_map_first_geographic_explorer.py:44: AssertionError</failure></testcase><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_dataset_detail_responses_cannot_overwrite_the_latest_map_layer" time="0.001" /><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_selection_contract_reports_total_intersections_separately_from_preview" time="0.002" /><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_official_mol_context_provisioner_uses_existing_dataset_flow" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_series_keeps_only_latest_snapshot_per_observation_date" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_migration_and_models_align" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_metadata_requires_an_explicit_series_and_observation_date" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_metadata_update_appends_provenance_version_and_is_idempotent" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_selection_area_aggregation_returns_hectares_without_loading_all_features" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_population_area_weighting_is_exact_for_full_features_and_estimated_for_partial_features" time="0.004" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_compare_returns_delta_and_canonical_change_payload" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_comparison_clips_cross_boundary_bbox_to_selected_area" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_unstable_temporal_identity_returns_clear_end_user_warning" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_governed_legacy_grb_snapshots_use_verified_official_feature_identity" time="0.003" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_governed_grb_object_history_fails_closed_for_unverified_identity" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_legacy_grb_identity_requires_complete_partition_evidence" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_frontend_and_official_operator_contracts_exist" time="0.004" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_tower_deploy_waits_for_startup_migration_before_live_smoke" time="0.001" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_wcs_contract_is_categorical_and_deterministic" time="0.009" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_polygonization_clips_and_preserves_provenance" time="0.199" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_metadata_keeps_modern_series_separate" time="0.008" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_operator_paginates_within_api_limit" time="0.007" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_operator_is_packaged_and_readiness_checked" time="0.004" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_kempen_scope_matches_official_28_municipality_policy_region" time="0.005" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_scope_union_preserves_member_identity_and_policy_limitation" time="0.031" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_scope_api_pagination_respects_canonical_limit" time="0.002" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_kempen_scope_operator_is_packaged_and_exposed_in_map_flow" time="0.004" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_project_switches_reset_scoped_state_and_prefer_the_regional_context" time="0.002" /><testcase classname="tests.test_sprint18_change_detection" name="test_change_detection_compares_persisted_vector_features" time="0.003" /><testcase classname="tests.test_sprint18_change_detection" name="test_change_detection_endpoint_returns_canonical_envelope" time="0.009" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_partition_assignment_is_deterministic_and_has_no_cross_member_duplicates" time="0.006" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_interior_buildings_skip_regional_owner_scan" time="0.003" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_building_partition_rejects_missing_official_source_identity" time="0.002" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_combined_artifact_streams_partitions_and_rejects_duplicate_source_ids" time="0.080" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_partition_persistence_batches_rows_and_guards_source_identity" time="0.014" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_storage_service_copies_large_artifacts_without_loading_them_as_upload_bytes" time="0.170" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_regional_operator_is_packaged_documented_and_uses_service_boundaries" time="0.003" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_layer_registry_matches_verified_official_grb_collections" time="0.013" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_layer_selection_accepts_space_and_comma_cli_forms" time="0.008" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_line_owner_uses_intersection_length_and_deterministic_tie_break" time="0.013" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_mixed_water_partition_preserves_dimensions_and_source_identity" time="0.009" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_context_partition_rejects_missing_official_source_identity" time="0.006" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_polygon_partition_assignment_does_not_duplicate_cross_boundary_parcel" time="0.009" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_combined_context_artifact_rejects_duplicate_source_identity" time="0.063" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_context_operator_is_packaged_and_uses_existing_service_boundary" time="0.002" /><testcase classname="tests.test_sprint192_regional_map_state" name="test_work_area_change_clears_stale_spatial_results_before_switching_area" time="0.002" /><testcase classname="tests.test_sprint192_regional_map_state" name="test_cancelled_selection_requests_cannot_restore_stale_results" time="0.001" /><testcase classname="tests.test_sprint192_regional_map_state" name="test_viewport_status_uses_end_user_map_language" time="0.002" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_national_workspace_is_automatic_and_map_has_one_scope_selector" time="0.003" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_primary_navigation_uses_end_user_language_and_keeps_management_secondary" time="0.001" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_technical_projects_and_metadata_are_progressively_disclosed" time="0.003" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_configured_yolo_and_active_asset_are_selected_without_hiding_limitations" time="0.002" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_visible_ai_and_quality_labels_are_end_user_facing" time="0.002" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_population_operator_filters_to_the_approved_scope" time="0.004" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_population_operator_resolves_the_persisted_scope_boundary" time="0.022" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_population_operator_resolves_checksum_verified_belgium_boundary" time="0.041" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_coordinator_builds_explicit_population_and_landuse_commands" time="0.006" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_forest_provenance_does_not_claim_one_municipality" time="0.005" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_forest_partition_rasters_merge_without_resolution_loss" time="0.093" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_timeseries_operator_is_packaged_and_release_checked" time="0.002" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_end_user_dataset_sources_are_human_readable" time="0.005" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_full_area_fast_path_requires_matching_area_and_clipped_operator_provenance" time="0.001" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_full_area_summary_uses_exact_stored_values_without_partial_intersection" time="0.002" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_guided_detection_reuses_canonical_raster_and_detection_apis" time="0.001" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_guided_detection_upload_uses_existing_dataset_persistence_boundary" time="0.001" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_detection_lab_hides_manifest_plumbing_and_exposes_map_first_result_flow" time="0.002" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_detection_qa_remains_persisted_and_primary_not_parallel" time="0.002" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_active_analysis_is_not_presented_as_the_underlying_source_dataset" time="0.002" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_request_is_bounded_and_uses_official_wms_contract" time="0.081" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_training_request_can_use_native_resolution_but_not_oversample_source" time="0.117" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_product_registry_exposes_only_governed_official_layers" time="0.005" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_regional_orthophoto_products_bind_provider_and_governed_scope[wallonia_latest-spw_orthophoto-0-wallonia]" time="0.253" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_regional_orthophoto_products_bind_provider_and_governed_scope[brussels_latest-urbis_orthophoto-Ortho-brussels]" time="0.217" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_request_rejects_unsafe_selection_sizes[64.0-ORTHOPHOTO_SELECTION_TOO_SMALL]" time="0.065" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_request_rejects_unsafe_selection_sizes[1200.0-ORTHOPHOTO_SELECTION_TOO_LARGE]" time="0.053" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_acquisition_persists_georeferenced_raster_and_provenance" time="0.152" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_acquisition_rejects_selection_outside_persisted_area" time="0.091" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_acquisition_reuses_fresh_exact_request_without_provider_call" time="0.112" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_provider_rejects_non_image_response" time="0.004" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_historical_orthophoto_persists_temporal_product_provenance" time="0.148" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_persisted_orthophoto_renders_browser_png" time="0.016" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_endpoint_returns_canonical_job_envelope" time="0.027" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_product_endpoint_returns_canonical_envelope" time="0.013" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_frontend_connects_map_selection_to_existing_detection_and_qa_flows" time="0.003" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_unraid_runtime_exposes_bounded_orthophoto_settings" time="0.001" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_detection_review_model_and_migration_are_aligned" time="0.001" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_detection_review_queue_persists_only_valid_operator_decisions" time="0.002" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_detection_review_endpoints_use_canonical_envelopes" time="0.016" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_map_detection_qa_uses_documented_footprint_threshold_and_honest_labels" time="0.003" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_false_negative_validator_exports_only_explicit_confirmed_misses" time="0.002" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_false_negative_validator_fails_closed_for_incomplete_or_invalid_reviews" time="0.002" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_readiness_compiles_false_negative_review_validator" time="0.001" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_map_explains_strict_and_diagnostic_detection_matching" time="0.001" /><testcase classname="tests.test_sprint199_reviewed_accuracy_expansion" name="test_reviewed_accuracy_expansion_is_training_only_and_holdout_separated" time="0.004" /><testcase classname="tests.test_sprint199_reviewed_accuracy_expansion" name="test_reviewed_accuracy_expansion_centers_are_unique" time="0.003" /><testcase classname="tests.test_sprint19_map_workbench" name="test_geomap_exposes_v1_layer_controls_and_feature_inspection_contract" time="0.001" /><testcase classname="tests.test_sprint19_map_workbench" name="test_app_wires_map_workbench_component" time="0.002" /><testcase classname="tests.test_sprint200_temporal_explorer_handoff" name="test_evolution_mode_falls_back_to_an_available_series" time="0.002" /><testcase classname="tests.test_sprint200_temporal_explorer_handoff" name="test_evolution_theme_catalog_distinguishes_history_from_current_only_data" time="0.003"><failure message="assert 'Boolean(dataset || onDemandProduct)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_evolution_theme_catalog_distinguishes_history_from_current_only_data() -&gt; None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-    
-        assert "analysisMode === 'current'" in workspace
-&gt;       assert "Boolean(dataset || onDemandProduct)" in workspace
-E       assert 'Boolean(dataset || onDemandProduct)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint200_temporal_explorer_handoff.py:25: AssertionError</failure></testcase><testcase classname="tests.test_sprint200_temporal_explorer_handoff" name="test_regional_time_series_remain_real_persisted_sources" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_building_selection_promotes_footprint_area_and_retains_object_count" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_water_selection_reports_surface_length_and_honest_volume_limitation" time="0.002" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_population_keeps_configured_metric_and_adds_sector_count" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_station_measurement_uses_numeric_mean_without_area_extrapolation" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_regional_historical_polygons_do_not_emit_irrelevant_line_metrics" time="0.002" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_future_regional_imports_persist_semantic_aggregation_configuration" time="0.002" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_ollama_model_catalog_reports_only_installed_models" time="0.004" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_assistant_status_endpoint_uses_canonical_envelope" time="0.011" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rejects_model_that_is_not_installed" time="0.004" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_recognizes_dutch_historical_questions[Hoe evolueerden bevolking en bosoppervlakte?]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_recognizes_dutch_historical_questions[Toon de historische ontwikkeling van water.]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_recognizes_dutch_historical_questions[Welke trend zien we sinds 2013?]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_limits_explicit_cross_domain_question_to_requested_themes" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Hoe evolueerden bevolking en bosoppervlakte?-expected0]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Toon wegen, waterlopen en overstromingen.-expected1]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Welke bodemtypes en landbouwteelten komen voor?-expected2]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Geef bodemdetails en perceeloppervlaktes voor Mol.-expected3]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Vergelijk bevolkingsontwikkeling en voorzieningenniveau.-expected4]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Vat de belangrijkste gebiedsmetingen samen.-None]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Welke offici\xeble bronnen zijn beschikbaar?-None]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_discloses_estimated_population_values" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_never_labels_area_weighted_population_as_official_count" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_does_not_add_irrelevant_estimate_disclosure" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[36782.6497-inwoners-36783]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[3638.4167-ha-3638.42]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[31.76431-%-31.76]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[0.680612-score-0.6806]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_omits_supporting_object_count_from_richer_model_context" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_keeps_object_count_when_it_is_the_only_metric" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_normalizes_model_markdown_for_plain_text_renderer" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_sends_grounded_context_without_thinking_trace" time="0.006" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rejects_truncated_ollama_answer" time="0.005" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_unraid_ollama_context_window_is_configurable" time="0.002" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_temporal_comparison_preserves_all_compatible_semantic_metrics" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_landuse_operator_exposes_more_honest_historical_themes" time="0.002" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_frontend_exposes_source_inventory_timeline_and_ai_window" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_station_discovery_filters_exact_area_and_uses_annual_group" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_annual_values_reject_invalid_sentinel_and_keep_real_zero" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_snapshot_and_series_keep_station_identity_and_honest_metric" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_operator_is_packaged_and_readiness_checked" time="0.002" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_frontend_loads_all_dataset_pages_after_temporal_import_expansion" time="0.001" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_source_inventory_remains_full_width_after_premium_desktop_rules" time="0.001" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_official_bwk_contract_and_class_labels_are_fixed" time="0.054" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_wfs_pagination_follows_server_next_links" time="0.054" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_wfs_page_limit_without_next_link_uses_controlled_start_index_fallback" time="0.047" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_feature_is_clipped_in_lambert72_and_keeps_bwk_habitat_provenance" time="0.047" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_uncertain_habitat_status_is_not_presented_as_confirmed_habitat" time="0.040" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_nature_value_summary_returns_separate_official_classes_and_habitat_metrics" time="0.046" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_operator_is_packaged_readiness_checked_and_wired_to_map" time="0.002" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_only_definitive_2008_through_2025_archives_are_allowed" time="0.049" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_canonical_api_collection_reader_respects_200_item_limit_and_paginates" time="0.042" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_archive_requires_exactly_one_safe_geopackage" time="0.085" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_crop_code_list_preserves_year_specific_titles_and_reports_conflicts" time="0.052" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_persisted_first_import_group_keys_remain_query_compatible" time="0.001" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_features_are_exactly_clipped_in_lambert72_and_keep_source_fields" time="0.054" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_duplicate_annual_source_identity_fails_closed" time="0.050" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_agriculture_summary_returns_grouped_hectares_without_parcel_lineage_claim" time="0.058" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_operator_uses_canonical_upload_and_is_packaged_for_runtime" time="0.004" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_upload_contract_is_annual_definitive_and_scope_specific" time="0.057" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_registry_is_governed_and_semantically_explicit" time="0.001" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_request_uses_bounded_official_wcs_scaling" time="0.089" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_request_rejects_unsafe_size_and_resolution" time="0.111" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_large_scope_is_bounded_into_mosaicable_wcs_tiles" time="0.147" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_mosaic_harmonizes_only_bounded_wcs_edge_grid_rounding" time="0.051" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_multipart_geotiff_is_extracted_and_invalid_response_fails_closed" time="0.008" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_fetch_sends_explicit_accept_header_required_by_official_wcs" time="0.008" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_acquisition_clips_validates_and_persists_via_dataset_service" time="0.214" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_terrain_analysis_returns_governed_elevation_relief_and_slope" time="0.282" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_partitioned_terrain_analysis_is_exact_across_municipality_boundaries" time="0.138" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_terrain_analysis_rejects_non_dhmv_raster" time="0.056" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_terrain_renderer_returns_browser_png" time="0.044" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_endpoints_use_canonical_envelopes" time="0.384" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_frontend_and_runtime_expose_dhmv_workflow" time="0.009" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_operator_is_packaged_and_release_checked" time="0.004" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_official_collection_pagination_retains_checksummed_pages" time="0.143" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_buildings_are_clipped_in_lambert72_and_keep_lifecycle_status" time="0.093" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_area_evidence_paths_are_isolated_per_municipality" time="0.100" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_official_unit_relation_and_exact_address_position_are_aggregated_without_labels" time="0.091" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_ambiguous_unit_position_is_reported_and_never_forced" time="0.115" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_grb_reconciliation_distinguishes_exact_and_unmatched_geometry" time="0.078" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_status_and_relation_metrics_use_filtered_server_owned_aggregations" time="0.117" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_filtered_feature_count_and_numeric_relations_validate_as_selection_summary" time="0.101" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_operator_is_canonical_packaged_and_mol_scoped_in_explorer" time="0.005" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_registry_is_complete_and_semantically_honest" time="0.002" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_request_is_bounded_and_rejects_arbitrary_products" time="0.124" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_tiles_stay_below_the_observed_vmm_coverage_limit" time="0.072" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_mosaic_harmonizes_only_bounded_wcs_edge_grid_rounding" time="0.035" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_xml_provider_error_is_exposed_without_losing_the_canonical_error" time="0.001" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_normalization_converts_centimetres_and_clips_zero_values" time="0.118" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_analysis_reports_scenario_metrics_without_claiming_waterbody_volume" time="0.084" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_partitioned_flood_analysis_is_exact_across_municipality_boundaries" time="0.106" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_renderer_returns_transparent_png" time="0.012" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_api_uses_canonical_envelopes" time="0.167" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_geo_assistant_receives_scenario_bound_flood_metrics" time="0.026" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_runtime_contract_is_packaged" time="0.005" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_member_boundaries_require_every_approved_municipality" time="0.037" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_partition_retains_exact_source_response_and_clips_to_municipality" time="0.056" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_regional_snapshot_assembles_unique_partition_features" time="0.058" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_upload_contract_is_regional_temporal_and_partition_audited" time="0.019" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_regional_historical_operator_is_packaged_and_release_checked" time="0.003" /><testcase classname="tests.test_sprint20_area_map_overlay" name="test_area_serializer_exposes_geojson_geometry_for_map_overlay" time="0.002" /><testcase classname="tests.test_sprint20_area_map_overlay" name="test_frontend_wires_selected_area_map_overlay_contract" time="0.004" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_partition_retains_gzipped_source_and_applies_member_context" time="0.106" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_snapshot_assembles_unique_partitions_and_metrics" time="0.051" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_upload_contract_is_regional_partitioned_and_canonical" time="0.008" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_regional_operator_is_packaged_release_checked_and_exact_area_is_preferred" time="0.003" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_regional_bwk_uses_only_canonical_preclipped_municipality_partitions" time="0.001" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_resolves_products_and_members" time="0.004" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_rejects_unknown_scope_inputs" time="0.003" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_dry_run_uses_canonical_registry" time="0.004" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_calls_acquisition_and_selection" time="0.003" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_is_packaged" time="0.002" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_source_portfolio_covers_the_complete_platform" time="0.001" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_source_inventory_is_compact_honest_and_domain_driven" time="0.001" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_roadmap_prioritizes_cross_domain_profile_before_more_water_layers" time="0.001" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_portfolio_pass_does_not_add_provider_fetch_or_persistence_code" time="0.001" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_registry_contains_governed_policy_products_including_forest_and_agriculture" time="0.001" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_request_is_bounded_allowlisted_and_uses_native_wcs_resolution" time="0.078" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_complete_kempen_scope_fits_the_tiled_thematic_guardrails" time="0.084" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_coverage_scope_only_labels_named_municipality_areas_as_municipality" time="0.001" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_wcs_fetch_retries_an_incomplete_tile_without_accepting_partial_bytes" time="0.004" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_wcs_fetch_fails_closed_after_bounded_incomplete_tile_retries" time="0.005" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_binary_and_normalized_products_fail_closed_on_invalid_values" time="0.002" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_acquisition_clips_validates_and_delegates_persistence" time="0.136" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_binary_area_analysis_returns_hectares_and_share" time="0.127" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_population_analysis_sums_one_hectare_density_cells_without_claiming_current_counts" time="0.104" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_assistant_context_receives_persisted_thematic_metrics" time="0.104" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_assistant_context_skips_unrequested_expensive_themes" time="0.058" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_index_renderer_returns_browser_png" time="0.034" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_api_uses_canonical_envelopes" time="0.131" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_wfs_pagination_is_bounded_complete_and_deterministic" time="0.084" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_soil_feature_is_exactly_clipped_and_keeps_governed_properties" time="0.100" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_soil_map_uses_existing_semantic_selection_architecture" time="0.001" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_soil_operator_contract_has_no_direct_persistence_and_is_packaged" time="0.005" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_incomplete_wfs_pagination_fails_closed" time="0.091" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_normalized_regional_features_keep_member_identity_and_unique_ids" time="0.116" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_partition_retains_gzipped_source_and_is_checksum_reusable" time="0.075" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_snapshot_assembles_all_partitions_with_governed_area_metrics" time="0.056" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_upload_contract_is_regional_historical_and_canonical" time="0.013" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_regional_operator_is_packaged_release_checked_and_keeps_exact_intersections" time="0.002" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_resolves_products_and_members" time="0.006" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_rejects_unknown_scope_inputs" time="0.004" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_dry_run_uses_canonical_registry" time="0.006" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_calls_acquisition_and_selection" time="0.008" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_rejects_missing_water_limitations" time="0.008" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_is_packaged" time="0.003" /><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_partitioned_raster_routes_are_canonical_and_documented" time="0.002" /><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_regional_map_uses_logical_partition_groups_and_exact_analysis" time="0.006"><failure message="assert 'de juiste gemeentelijke rasters worden automatisch gecombineerd' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_regional_map_uses_logical_partition_groups_and_exact_analysis() -&gt; None:
-        app = (ROOT / "frontend/src/App.tsx").read_text(encoding="utf-8")
-        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
-        hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
-        api = (ROOT / "frontend/src/services/api/datasets.ts").read_text(encoding="utf-8")
-    
-        assert "regionalScopeSelected" in workspace
-        assert "rasterPartitionsForDataset" in workspace
-        assert "imageOverlays={activeImageOverlays}" in workspace
-&gt;       assert "de juiste gemeentelijke rasters worden automatisch gecombineerd" in workspace
-E       assert 'de juiste gemeentelijke rasters worden automatisch gecombineerd' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint219_regional_raster_explorer.py:30: AssertionError</failure></testcase><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_maplibre_supports_multiple_persisted_raster_overlays" time="0.001" /><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_regional_analysis_does_not_create_an_authoritative_mosaic" time="0.001" /><testcase classname="tests.test_sprint21_demo_workflow_smoke" name="test_demo_workflow_browser_smoke_script_checks_connected_v1_state" time="0.001" /><testcase classname="tests.test_sprint21_demo_workflow_smoke" name="test_frontend_demo_action_loads_candidate_dataset_details_for_map_layer" time="0.005" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_distinguishes_snapshot_annual_edition_and_local_sources" time="0.012" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_flags_local_version_and_storage_integrity" time="0.006" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_requires_dataset_version_and_marks_temporal_series" time="0.002" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_rolling_orthophoto_prefers_explicit_current_snapshot_over_historical_observation" time="0.002" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_orthophoto_freshness_prefers_governed_official_edition_over_rolling_marker" time="0.006" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_spatial_partitions_do_not_become_a_false_historical_series" time="0.001" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_route_returns_canonical_envelope" time="0.002" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_operator_and_ui_contract_are_read_only" time="0.005" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_reads_real_editions_and_compares_only_compatible_versions" time="0.039" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_isolates_provider_failure" time="0.015" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_rejects_metadata_redirect_outside_allowlist" time="0.016" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_enforces_response_limit_without_reading_external_data" time="0.017" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_revalidates_metadata_host_after_redirect" time="0.012" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_cache_is_explicitly_bypassable" time="0.020" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_can_be_disabled_without_network_access" time="0.006" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_route_returns_canonical_envelope" time="0.007" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_remains_explicit_and_never_imports_provider_data" time="0.003" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_rejects_release_page_redirect_outside_allowlist" time="0.012" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_rejects_untrusted_download_host" time="0.011" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_degrades_without_current_snapshot_but_keeps_definitive_evidence" time="0.010" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_compares_latest_definitive_year_not_latest_import_order" time="0.010" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_marks_all_older_immutable_snapshots_as_update_available" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows0-catalog0-current]" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows1-catalog1-not_loaded]" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows2-catalog2-remote_unavailable]" time="0.001" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows3-catalog3-review_required]" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_rejects_an_unapproved_scope" time="0.001" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_route_uses_the_canonical_envelope" time="0.001" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_operator_requires_exact_edition_and_plan_hash" time="0.004" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_operator_validates_every_staged_artifact_and_partition" time="0.062" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_operator_builds_only_allowlisted_local_subprocess_commands" time="0.006" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_api_and_frontend_remain_explicit_only" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_map_theme_ranking_prefers_newer_observation_over_feature_count" time="0.003" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_map_workspace_restores_theme_from_selected_dataset" time="0.003" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_selects_latest_population_release_and_redegeo_variant" time="0.003" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_compares_latest_local_year_not_latest_import_order" time="0.009" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_rejects_untrusted_distribution_host" time="0.005" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_requires_new_2025_txt_distribution" time="0.007" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_rejects_conflicting_period_evidence" time="0.003" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_rejects_duplicate_latest_release" time="0.004" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_requires_cc_by_4_license" time="0.004" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_revalidates_catalog_url_after_redirect" time="0.014" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_rejects_noncanonical_configured_catalog_before_network" time="0.006" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_uses_separate_bounded_catalog_limit" time="0.008" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_does_not_fetch_catalog_distributions" time="0.009" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_reconciles_spatial_and_unlocated_population" time="0.029" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_supports_the_complete_national_scope" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_accepts_real_archive_member_without_repeated_crs_token" time="0.016" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_national_preflight_rejects_an_unscoped_baseline" time="0.010" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_reports_bounded_topology_repairs" time="0.036" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_accepts_official_slash_geometry_date" time="0.018" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs0-STATBEL_POPULATION_SCHEMA_MISMATCH]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs1-STATBEL_POPULATION_DUPLICATE_SECTOR]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs2-STATBEL_POPULATION_TOTAL_REJECTED]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs3-STATBEL_JOIN_GEOMETRY_MISSING]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs4-STATBEL_ARCHIVE_MEMBER_REJECTED]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs0-STATBEL_GEOMETRY_CRS_REJECTED]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs1-STATBEL_GEOMETRY_DATE_MISMATCH]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs2-STATBEL_GEOMETRY_DATE_MISMATCH]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs3-STATBEL_JOIN_MUNICIPALITY_MISMATCH]" time="0.009" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_excessive_population_change" time="0.030" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_operator_stages_raw_artifacts_manifest_and_accounted_snapshot" time="0.154" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_population_rows_no_longer_silently_skip_invalid_values" time="0.001" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_is_packaged_and_release_checked" time="0.002" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_future_release_config_is_strict_and_previous_snapshot_is_discovered" time="0.006" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_population_workspace_pagination_reads_every_dataset" time="0.002" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_population_archive_download_is_bounded_before_streaming" time="0.001" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2026-2025-update_available]" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2025-2025-current]" time="0.003" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2026-None-not_loaded]" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2025-2026-blocked_remote_older]" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_operator_commands_separate_staging_from_apply" time="0.005" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_staged_plan_and_review_require_exact_hashes" time="0.127" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_tampered_source_or_review_is_rejected" time="0.159" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_drift_and_outside_evidence_path_are_rejected" time="0.005" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_apply_flow_requires_approved_review_and_writes_evidence" time="0.105" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_current_release_cannot_be_staged" time="0.005" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_plan_action_is_read_only_for_current_release" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_release_manager_is_packaged_and_release_checked" time="0.001" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_future_release_config_accepts_only_one_exact_official_edition" time="0.001" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_future_archive_requires_one_selected_year" time="0.001" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_agriculture_workspace_pagination_is_complete_and_total_consistent" time="0.006" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_archive_download_rejects_oversize_before_streaming" time="0.005" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_archive_rejects_extracted_size_over_limit" time="0.018" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2026-v3-2025-definitive-update_available]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2025-v3-2025-definitive-current]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2026-v3-None-not_loaded]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2025-v3-2026-definitive-blocked_remote_older]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_keeps_provisional_snapshot_non_importable" time="0.003" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_stage_and_apply_commands_are_separate_and_local_only" time="0.005" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_staged_plan_binds_source_schema_codelist_scope_and_baseline" time="0.090" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_modified_staged_bytes_invalidate_plan" time="0.063" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_plan_and_review_paths_must_remain_governed" time="0.007" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_review_requires_named_approval_and_exact_plan_hash" time="0.031" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_review_tampering_and_catalog_drift_fail_closed" time="0.093" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_check_timestamp_does_not_create_false_drift" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_current_edition_cannot_stage_or_write_evidence" time="0.005" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_full_apply_requires_review_and_verifies_final_dataset" time="0.091" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_manager_is_packaged_and_never_writes_vector_features_directly" time="0.002" /><testcase classname="tests.test_sprint22_workbench_status_strip" name="test_frontend_wires_v1_workbench_status_strip" time="0.003" /><testcase classname="tests.test_sprint22_workbench_status_strip" name="test_workbench_status_strip_summarizes_existing_v1_loop_only" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_live_contract_shape_blocks_non_comparable_legacy_local_version" time="0.048" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[None-2025.04-not_loaded-True]" time="0.043" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[2025.04-2025.04-current-False]" time="0.058" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[2024.01-2025.04-update_available-True]" time="0.039" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[2026.01-2025.04-blocked_remote_older-False]" time="0.042" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_flight_year_must_match_remote_release_year" time="0.061" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_capabilities_hash_drift_fails_closed" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_flight_day_capability_requirements_fail_closed[\n    &lt;WMS_Capabilities version=&quot;1.3.0&quot; xmlns=&quot;http://www.opengis.net/wms&quot;\n      xmlns:xlink=&quot;http://www.w3.org/1999/xlink&quot;&gt;\n      &lt;Capability&gt;\n        &lt;Request&gt;&lt;GetFeatureInfo&gt;&lt;Format&gt;application/geo+json&lt;/Format&gt;&lt;/GetFeatureInfo&gt;&lt;/Request&gt;\n        &lt;Layer&gt;\n          &lt;CRS&gt;EPSG:31370&lt;/CRS&gt;\n          &lt;BoundingBox CRS=&quot;EPSG:31370&quot; minx=&quot;22000&quot; miny=&quot;150000&quot; maxx=&quot;259000&quot; maxy=&quot;245000&quot; /&gt;\n          &lt;Layer queryable=&quot;0&quot;&gt;&lt;Name&gt;Ortho&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n          &lt;Layer queryable=&quot;0&quot;&gt;&lt;Name&gt;Vliegdagcontour&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n        &lt;/Layer&gt;\n      &lt;/Capability&gt;\n    &lt;/WMS_Capabilities&gt;\n    -not queryable]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_flight_day_capability_requirements_fail_closed[\n    &lt;WMS_Capabilities version=&quot;1.3.0&quot; xmlns=&quot;http://www.opengis.net/wms&quot;\n      xmlns:xlink=&quot;http://www.w3.org/1999/xlink&quot;&gt;\n      &lt;Capability&gt;\n        &lt;Request&gt;&lt;GetFeatureInfo&gt;&lt;Format&gt;text/plain&lt;/Format&gt;&lt;/GetFeatureInfo&gt;&lt;/Request&gt;\n        &lt;Layer&gt;\n          &lt;CRS&gt;EPSG:31370&lt;/CRS&gt;\n          &lt;BoundingBox CRS=&quot;EPSG:31370&quot; minx=&quot;22000&quot; miny=&quot;150000&quot; maxx=&quot;259000&quot; maxy=&quot;245000&quot; /&gt;\n          &lt;Layer queryable=&quot;0&quot;&gt;&lt;Name&gt;Ortho&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n          &lt;Layer queryable=&quot;1&quot;&gt;&lt;Name&gt;Vliegdagcontour&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n        &lt;/Layer&gt;\n      &lt;/Capability&gt;\n    &lt;/WMS_Capabilities&gt;\n    -does not advertise GeoJSON]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_missing_flight_day_coverage_fails_closed" time="0.041" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_coverage_domain_identity_and_resolution_fail_closed[\n    &lt;wcs:CoverageDescriptions xmlns:wcs=&quot;http://www.opengis.net/wcs/2.0&quot;\n      xmlns:gml=&quot;http://www.opengis.net/gml/3.2&quot; xmlns:gmlcov=&quot;http://www.opengis.net/gmlcov/1.0&quot;\n      xmlns:swe=&quot;http://www.opengis.net/swe/2.0&quot;&gt;\n      &lt;wcs:CoverageDescription&gt;\n        &lt;gml:boundedBy&gt;&lt;gml:Envelope srsName=&quot;http://www.opengis.net/def/crs/EPSG/0/31370&quot;&gt;\n          &lt;gml:lowerCorner&gt;21375 152250&lt;/gml:lowerCorner&gt;&lt;gml:upperCorner&gt;259500 244875&lt;/gml:upperCorner&gt;\n        &lt;/gml:Envelope&gt;&lt;/gml:boundedBy&gt;\n        &lt;wcs:CoverageId&gt;Other&lt;/wcs:CoverageId&gt;\n        &lt;gml:domainSet&gt;&lt;gml:RectifiedGrid dimension=&quot;2&quot;&gt;\n          &lt;gml:offsetVector&gt;0.15 0&lt;/gml:offsetVector&gt;&lt;gml:offsetVector&gt;0 -0.15&lt;/gml:offsetVector&gt;\n        &lt;/gml:RectifiedGrid&gt;&lt;/gml:domainSet&gt;\n        &lt;gmlcov:rangeType&gt;&lt;swe:DataRecord&gt;\n          &lt;swe:field name=&quot;Band_1&quot;/&gt;&lt;swe:field name=&quot;Band_2&quot;/&gt;&lt;swe:field name=&quot;Band_3&quot;/&gt;\n        &lt;/swe:DataRecord&gt;&lt;/gmlcov:rangeType&gt;\n        &lt;wcs:ServiceParameters&gt;&lt;wcs:CoverageSubtype&gt;RectifiedGridCoverage&lt;/wcs:CoverageSubtype&gt;\n          &lt;wcs:nativeFormat&gt;image/tiff&lt;/wcs:nativeFormat&gt;&lt;/wcs:ServiceParameters&gt;\n      &lt;/wcs:CoverageDescription&gt;\n    &lt;/wcs:CoverageDescriptions&gt;\n    ]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_coverage_domain_identity_and_resolution_fail_closed[\n    &lt;wcs:CoverageDescriptions xmlns:wcs=&quot;http://www.opengis.net/wcs/2.0&quot;\n      xmlns:gml=&quot;http://www.opengis.net/gml/3.2&quot; xmlns:gmlcov=&quot;http://www.opengis.net/gmlcov/1.0&quot;\n      xmlns:swe=&quot;http://www.opengis.net/swe/2.0&quot;&gt;\n      &lt;wcs:CoverageDescription&gt;\n        &lt;gml:boundedBy&gt;&lt;gml:Envelope srsName=&quot;http://www.opengis.net/def/crs/EPSG/0/31370&quot;&gt;\n          &lt;gml:lowerCorner&gt;21375 152250&lt;/gml:lowerCorner&gt;&lt;gml:upperCorner&gt;259500 244875&lt;/gml:upperCorner&gt;\n        &lt;/gml:Envelope&gt;&lt;/gml:boundedBy&gt;\n        &lt;wcs:CoverageId&gt;Ortho&lt;/wcs:CoverageId&gt;\n        &lt;gml:domainSet&gt;&lt;gml:RectifiedGrid dimension=&quot;2&quot;&gt;\n          &lt;gml:offsetVector&gt;0.25 0&lt;/gml:offsetVector&gt;&lt;gml:offsetVector&gt;0 -0.25&lt;/gml:offsetVector&gt;\n        &lt;/gml:RectifiedGrid&gt;&lt;/gml:domainSet&gt;\n        &lt;gmlcov:rangeType&gt;&lt;swe:DataRecord&gt;\n          &lt;swe:field name=&quot;Band_1&quot;/&gt;&lt;swe:field name=&quot;Band_2&quot;/&gt;&lt;swe:field name=&quot;Band_3&quot;/&gt;\n        &lt;/swe:DataRecord&gt;&lt;/gmlcov:rangeType&gt;\n        &lt;wcs:ServiceParameters&gt;&lt;wcs:CoverageSubtype&gt;RectifiedGridCoverage&lt;/wcs:CoverageSubtype&gt;\n          &lt;wcs:nativeFormat&gt;image/tiff&lt;/wcs:nativeFormat&gt;&lt;/wcs:ServiceParameters&gt;\n      &lt;/wcs:CoverageDescription&gt;\n    &lt;/wcs:CoverageDescriptions&gt;\n    ]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_product_variant_and_catalog_comparison_are_bound" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_only_exact_official_wms_url_is_allowed" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_bbox_matches_acquisition_bounds_and_grid_is_bounded" time="0.064" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_operator_preflight_is_read_only_packaged_and_readiness_checked" time="0.001" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_orthophoto_catalog_prefers_latest_official_edition_over_rolling_marker" time="0.001" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_stage_requires_exact_official_or_explicit_legacy_baseline_confirmation" time="0.003" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_stage_fetches_one_allowlisted_map_and_writes_reviewable_rgb_evidence" time="0.082" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_getmap_redirect_and_response_limits_fail_closed" time="0.008" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_plan_and_artifact_tampering_are_rejected" time="0.100" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_review_requires_named_approval_exact_plan_and_unchanged_preflight" time="0.100" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_approved_upload_uses_canonical_dataset_route_and_complete_provenance" time="0.122" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_apply_target_must_be_loopback_api" time="0.001" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_official_flight_dates_are_persisted_without_inventing_a_catalog_date" time="0.002" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_applied_evidence_is_immutable_on_idempotent_retry" time="0.125" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_release_manager_is_packaged_and_compiled_by_readiness" time="0.002" /><testcase classname="tests.test_sprint232_v1_completion_flow" name="test_theme_overview_names_the_metric_instead_of_showing_a_bare_value" time="0.003" /><testcase classname="tests.test_sprint232_v1_completion_flow" name="test_current_and_historical_results_are_downloadable" time="0.002" /><testcase classname="tests.test_sprint232_v1_completion_flow" name="test_completed_analysis_hands_off_to_ai_and_downloads_responsively" time="0.003" /><testcase classname="tests.test_sprint233_operational_completion" name="test_map_result_export_request_requires_a_complete_target" time="0.001" /><testcase classname="tests.test_sprint233_operational_completion" name="test_current_vector_map_result_uses_authoritative_selection_export" time="0.001" /><testcase classname="tests.test_sprint233_operational_completion" name="test_partitioned_vector_map_result_uses_governed_partition_export" time="0.003" /><testcase classname="tests.test_sprint233_operational_completion" name="test_raster_map_result_is_recomputed_and_persisted" time="0.029" /><testcase classname="tests.test_sprint233_operational_completion" name="test_evolution_map_result_is_recomputed_and_persisted" time="0.031" /><testcase classname="tests.test_sprint233_operational_completion" name="test_map_result_export_endpoint_uses_canonical_envelope" time="0.030" /><testcase classname="tests.test_sprint233_operational_completion" name="test_frontend_persists_map_result_before_opening_downloads" time="0.004" /><testcase classname="tests.test_sprint233_operational_completion" name="test_project_list_supports_exact_canonical_workspace_lookup" time="0.020" /><testcase classname="tests.test_sprint233_operational_completion" name="test_frontend_fetches_canonical_workspace_outside_default_project_page" time="0.006" /><testcase classname="tests.test_sprint233_operational_completion" name="test_theme_failures_name_the_source_and_reason" time="0.003" /><testcase classname="tests.test_sprint233_operational_completion" name="test_workspace_navigation_resets_the_actual_scroll_container" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_quality_scores_have_plain_language_interpretation" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_map_and_detection_workspaces_avoid_page_length_driven_layouts" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_detection_lab_only_receives_operational_imagery_rasters" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_download_workspace_surfaces_map_results_in_plain_dutch" time="0.002" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_project_list_defaults_to_active_and_can_request_archived" time="0.016" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_project_update_schema_allows_only_active_or_archived" time="0.001" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_project_update_returns_404_when_project_is_missing" time="0.001" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_allowlist_preserves_real_workspaces" time="0.005" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_plan_selects_active_allowlisted_projects_only" time="0.004" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_script_is_packaged_and_readiness_checked" time="0.002" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_script_can_start_as_a_direct_operator_command" time="2.337" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_frontend_lifecycle_and_component_boundaries_are_wired" time="0.004" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_source_registry_is_honest_and_nationally_extensible" time="0.007" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_normalization_exactly_clips_area_and_preserves_evidence" time="0.012" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_acquisition_persists_reference_dataset_through_dataset_service" time="0.010" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_acquisition_rejects_unbounded_feature_volume" time="0.008" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_source_api_uses_canonical_envelope" time="0.017" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_acquisition_route_stays_inside_existing_job_envelope" time="0.025" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_contract_and_expansion_roadmap_are_documented" time="0.004" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_mdk_probe_parses_capabilities_without_enabling_acquisition" time="0.006" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_mdk_probe_reports_tls_failure_and_never_uses_insecure_fallback" time="0.015" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_mdk_readiness_api_uses_canonical_envelope" time="0.032" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_partition_finalization_requires_complete_area_accounting_and_updates_versions" time="0.003" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_partition_selection_uses_latest_complete_manifest_without_duplicates" time="0.001" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_partition_selection_route_uses_exact_municipality_and_canonical_envelope" time="0.061" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_flanders_scope_discovery_uses_complete_unique_vrbg_inventory" time="0.004" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_expansion_scripts_are_packaged_and_readiness_checked" time="0.007" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_exhaustively_pages_regional_area_inventory" time="0.002" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_bounds_large_area_and_dataset_catalogs" time="0.002" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_labels_flanders_scope_without_kempen_mislabeling" time="0.001" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope" time="0.054"><failure message="assert 'datasetAvailabilityLabel(dataset, partitions)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope() -&gt; None:
-        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
-        index = (ROOT / "frontend" / "index.html").read_text(encoding="utf-8")
-        focus = (
-            ROOT / "frontend" / "src" / "config" / "primaryFocus.ts"
-        ).read_text(encoding="utf-8")
-        map_workspace = (
-            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
-        ).read_text(encoding="utf-8")
-        theme_hook = (
-            ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts"
-        ).read_text(encoding="utf-8")
-        dataset_api = (
-            ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts"
-        ).read_text(encoding="utf-8")
-    
-        assert "isPartitionedBathymetry" in map_workspace
-        assert "regionalPartitionedThemeActive" in map_workspace
-&gt;       assert "datasetAvailabilityLabel(dataset, partitions)" in map_workspace
-E       assert 'datasetAvailabilityLabel(dataset, partitions)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint236_bathymetry_expansion.py:478: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_flanders_workspace_exposes_governed_thematic_products_on_demand" time="0.007"><failure message="assert &quot;'Automatisch'&quot; in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_flanders_workspace_exposes_governed_thematic_products_on_demand() -&gt; None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-        product_hook = read("frontend/src/hooks/useOfficialMapProducts.ts")
-        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
-        api = read("frontend/src/services/api/datasets.ts")
-    
-        assert "activeScopeProject?.name === FLANDERS_WORKSPACE_PROJECT_NAME" in workspace
-        assert "new Map&lt;DataThemeId, OnDemandMapProduct&gt;" in workspace
-&gt;       assert "'Automatisch'" in workspace
-E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint237_flanders_thematic_on_demand.py:19: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_selection_reads_and_bounded_acquires_all_relevant_themes" time="0.006"><failure message="assert 'for (const theme of [activeTheme])' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_selection_reads_and_bounded_acquires_all_relevant_themes() -&gt; None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-        app = read("frontend/src/App.tsx")
-        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
-    
-&gt;       assert "for (const theme of [activeTheme])" in workspace
-E       assert 'for (const theme of [activeTheme])' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint237_flanders_thematic_on_demand.py:37: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_regional_on_demand_sources_require_a_bounded_drawn_selection" time="0.010"><failure message="assert 'regionalRasterThemeActive || regionalOnDemandThemeActive' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_regional_on_demand_sources_require_a_bounded_drawn_selection() -&gt; None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-    
-        assert "regionalOnDemandThemeActive" in workspace
-&gt;       assert "regionalRasterThemeActive || regionalOnDemandThemeActive" in workspace
-E       assert 'regionalRasterThemeActive || regionalOnDemandThemeActive' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint237_flanders_thematic_on_demand.py:56: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_frontend_does_not_contact_external_map_services_directly" time="0.101" /><testcase classname="tests.test_sprint238_flanders_raster_catalogs" name="test_official_map_catalog_hook_loads_all_governed_registries" time="0.001" /><testcase classname="tests.test_sprint238_flanders_raster_catalogs" name="test_map_selection_can_acquire_dhmv_and_flood_hazard_products" time="0.002" /><testcase classname="tests.test_sprint238_flanders_raster_catalogs" name="test_default_flood_hazard_product_exists_in_the_governed_registry" time="0.001" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_registry_exposes_four_governed_products" time="0.001" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_fetch_follows_pagination_clips_geometry_and_preserves_official_identity" time="0.008" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_fetch_rejects_untrusted_pagination_and_unbounded_feature_volume" time="0.012" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_acquisition_rejects_large_scope_before_network_access" time="0.036" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_acquisition_persists_via_dataset_service_with_selection_metrics" time="0.039" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_routes_use_canonical_envelopes_and_existing_job_contract" time="0.028" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_system_capabilities_reports_bounded_grb_integration" time="2.195" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_frontend_and_contracts_use_only_the_governed_backend_path" time="0.004"><failure message="assert &quot;'Automatisch'&quot; in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_grb_frontend_and_contracts_use_only_the_governed_backend_path() -&gt; None:
-        selection_hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
-        catalog_hook = (ROOT / "frontend/src/hooks/useOfficialMapProducts.ts").read_text(encoding="utf-8")
-        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
-        contracts = (ROOT / "docs/API_CONTRACTS.md").read_text(encoding="utf-8")
-    
-        assert "datasetsApi.acquireGrb" in selection_hook
-        assert "datasetsApi.listGrbProducts" in catalog_hook
-        assert "officialMapProducts.grb" in workspace
-        assert "result[product.key] = null" in workspace
-        assert ": onDemandThemeActive\n        ? null\n        : mapFeatureCollection" in workspace
-        assert "onSetContextLayerLabel" in workspace
-&gt;       assert "'Automatisch'" in workspace
-E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
-
-backend\tests\test_sprint239_bounded_grb_acquisition.py:394: AssertionError</failure></testcase><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_product_registries_expose_honest_forest_agriculture_nature_and_soil" time="0.001" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_land_use_classes_are_converted_to_binary_masks_without_nodata_cast_warning" time="0.069" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_bwk_wfs_pagination_clips_geometry_and_preserves_semantics" time="0.009" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_bwk_rejects_a_non_https_configured_endpoint_before_network_access" time="0.008" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_dov_wfs_uses_stable_complete_pagination_and_historical_fields" time="0.012" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_nature_acquisition_persists_only_through_dataset_service" time="0.009" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_official_vector_routes_and_frontend_use_canonical_backend_path" time="0.027" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_bathymetry_analysis_returns_real_bed_elevation_and_surface_metrics" time="0.069" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_bathymetry_analysis_fails_closed_for_metadata_size_and_empty_cells" time="0.092" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_bathymetry_image_and_route_use_persisted_raster_and_canonical_envelope" time="0.105" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_operator_validates_pinned_archive_and_rejects_unsafe_members" time="0.056" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_operator_crops_zip_member_to_valid_cog" time="0.252" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_operator_is_api_only_and_does_not_claim_depth_or_volume" time="0.001" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_partition_plan_covers_aoi_without_overlapping_area" time="0.004" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_partition_plan_intersects_irregular_aoi_exactly" time="0.003" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_partition_plan_fails_before_unbounded_fanout" time="0.001" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_executor_retries_only_transient_provider_failures" time="0.001" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_provider_budget_is_automatic_and_override_can_only_be_stricter" time="0.015" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[dhmv-12000000-5.0]" time="0.005" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[flood_hazard-12000000-5.0]" time="0.006" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[spw_terrain-12000000-5.0]" time="0.005" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[thematic_raster-30000000-10.0]" time="0.006" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[walous-36000000-10.0]" time="0.007" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_migration_and_api_are_registered" time="0.002" /><testcase classname="tests.test_sprint242_municipality_activation" name="test_municipality_service_matches_all_official_names_and_nis" time="0.002" /><testcase classname="tests.test_sprint242_municipality_activation" name="test_municipality_search_uses_authoritative_catalog" time="0.227" /><testcase classname="tests.test_sprint242_municipality_activation" name="test_municipality_activation_returns_persisted_area" time="0.209" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_candidate_selection_keeps_newest_exports" time="0.008" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_candidate_selection_rejects_negative_keep_latest" time="0.005" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_can_filter_candidates_by_export_type" time="0.004" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_path_safety_requires_storage_root_containment" time="0.012" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_script_defaults_to_explicit_demo_project" time="0.004" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_script_accepts_max_delete_and_repeated_export_type" time="0.005" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_script_reports_dry_run_candidates_separately" time="0.002" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_app_uses_detection_and_segmentation_workflow_hooks" time="0.001" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_detection_workflow_hook_owns_detection_api_calls" time="0.001" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_segmentation_workflow_hook_owns_segmentation_api_calls" time="0.001" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_app_still_wires_detection_and_segmentation_panels" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_app_uses_export_and_quality_workflow_hooks" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_export_workflow_hook_owns_export_api_calls" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_quality_workflow_hook_owns_quality_api_calls" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_app_still_wires_quality_results_and_export_center" time="0.001" /><testcase classname="tests.test_sprint28_dataset_workflow_hook" name="test_app_uses_dataset_workflow_hook" time="0.001" /><testcase classname="tests.test_sprint28_dataset_workflow_hook" name="test_dataset_workflow_hook_owns_dataset_api_calls" time="0.001" /><testcase classname="tests.test_sprint28_dataset_workflow_hook" name="test_app_still_wires_dataset_ui_callbacks" time="0.002" /><testcase classname="tests.test_sprint29_dataset_components" name="test_app_uses_dataset_presentational_components" time="0.002" /><testcase classname="tests.test_sprint29_dataset_components" name="test_dataset_panel_owns_upload_and_list_markup" time="0.001" /><testcase classname="tests.test_sprint29_dataset_components" name="test_dataset_detail_panel_composes_raster_and_vector_controls" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_app_uses_quality_and_map_presentational_components" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_map_workspace_lives_in_task_based_workbench_shell" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_quality_results_panel_owns_persisted_quality_check_markup" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_map_workspace_owns_map_controls_and_feature_inspector_markup" time="0.005" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_template_documents_editable_runtime_settings" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_env_template_matches_single_container_compose_variables" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_template_exposes_every_operator_owned_runtime_setting" time="0.002" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_readme_explains_port_changes_and_safe_cleanup" time="0.002" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_all_in_one_runtime_starts_embedded_postgis_backend_and_nginx" time="0.002" /><testcase classname="tests.test_sprint31_unraid_template" name="test_tower_deploy_uses_single_container_unraid_compose" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_tower_deploy_build_uses_remote_env_ai_setting_by_default" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_powershell_tower_deploy_streams_remote_script_to_bash" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_live_migration_smoke_supports_dockerman_native_container" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_frontend_and_unraid_icon_assets_are_present" time="0.016" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_app_uses_shared_orchestration_hooks" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_app_entrypoint_has_clean_encoding_and_react_imports" time="0.001"><failure message="assert 3 == 1&#10; +  where 3 = &lt;built-in method count of str object at 0x000001FED98D8C30&gt;('useEffect(')&#10; +    where &lt;built-in method count of str object at 0x000001FED98D8C30&gt; = &quot;import { useEffect, useMemo, useRef, useState } from 'react'\nimport { CircleAlert, LogOut, ShieldCheck, UserRound } ...ator' : 'open')}\n      loggingOut={loggingOut}\n      onLogout={handleLogout}\n    /&gt;\n  )\n}\n\nexport default App\n&quot;.count">def test_app_entrypoint_has_clean_encoding_and_react_imports() -&gt; None:
-        app_path = ROOT / "frontend" / "src" / "App.tsx"
-        app_bytes = app_path.read_bytes()
-        app = app_path.read_text(encoding="utf-8")
-    
-        assert not app_bytes.startswith(b"\xef\xbb\xbf")
-        assert "import { useEffect, useMemo, useRef, useState } from 'react'" in app
-        assert "FormEvent" not in app
-&gt;       assert app.count("useEffect(") == 1
-E       assert 3 == 1
-E        +  where 3 = &lt;built-in method count of str object at 0x000001FED98D8C30&gt;('useEffect(')
-E        +    where &lt;built-in method count of str object at 0x000001FED98D8C30&gt; = "import { useEffect, useMemo, useRef, useState } from 'react'\nimport { CircleAlert, LogOut, ShieldCheck, UserRound } ...ator' : 'open')}\n      loggingOut={loggingOut}\n      onLogout={handleLogout}\n    /&gt;\n  )\n}\n\nexport default App\n".count
-
+<?xml version="1.0" encoding="utf-8"?><testsuites name="pytest tests"><testsuite name="pytest" errors="0" failures="17" skipped="0" tests="1197" time="70.556" timestamp="2026-08-01T18:30:49.403037+02:00" hostname="DESKTOP"><testcase classname="tests.test_alembic_logging_config" name="test_alembic_logging_formatter_uses_runtime_interpolation_tokens" time="0.002" /><testcase classname="tests.test_auth" name="test_guest_access_defaults_on_when_operator_authentication_is_enabled" time="0.237" /><testcase classname="tests.test_auth" name="test_guest_default_is_inactive_but_valid_when_operator_authentication_is_disabled" time="0.166" /><testcase classname="tests.test_auth" name="test_auth_session_and_health_are_public_but_api_is_protected" time="0.181" /><testcase classname="tests.test_auth" name="test_login_uses_http_only_session_cookie_and_logout_revokes_browser_access" time="0.298" /><testcase classname="tests.test_auth" name="test_guest_login_exposes_models_but_rejects_management_and_cross_project_requests" time="0.405" /><testcase classname="tests.test_auth" name="test_guest_session_tokens_fail_closed_without_a_project_scope" time="0.244" /><testcase classname="tests.test_auth" name="test_password_hash_and_session_signatures_fail_closed" time="0.343" /><testcase classname="tests.test_auth" name="test_unraid_runtime_carries_only_hashed_operator_credentials" time="0.003" /><testcase classname="tests.test_belgium_candidate_evaluation" name="test_iou_and_one_to_one_matching" time="0.001" /><testcase classname="tests.test_belgium_candidate_evaluation" name="test_empty_reference_counts_false_positives" time="0.001" /><testcase classname="tests.test_belgium_candidate_evaluation" name="test_box_scaling_preserves_center" time="0.001" /><testcase classname="tests.test_belgium_candidate_evaluation" name="test_containment_suppression_removes_nested_lower_score_box" time="0.001" /><testcase 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name="test_threshold_selection_uses_worst_region_then_aggregate" time="0.001" /><testcase classname="tests.test_belgium_training_loop" name="test_rejected_candidate_score_prioritizes_weakest_release_gate" time="0.001" /><testcase classname="tests.test_belgium_training_portfolio" name="test_portfolio_covers_every_region_split_and_context_family" time="0.002" /><testcase classname="tests.test_belgium_training_portfolio" name="test_portfolio_bbox_is_metric_sized" time="0.137" /><testcase classname="tests.test_belgium_training_portfolio" name="test_failure_driven_expansion_is_train_only_and_context_complete" time="0.001" /><testcase classname="tests.test_building_label_normalization" name="test_normalizer_retains_native_identity_and_records_rejections" time="0.295" /><testcase classname="tests.test_building_label_normalization" name="test_spatial_leakage_audit_fails_cross_split_neighbors" time="0.039" /><testcase classname="tests.test_building_label_normalization" name="test_normalizer_rejects_features_created_after_dated_imagery" time="0.040" /><testcase classname="tests.test_building_label_normalization" name="test_normalizer_rejects_same_year_feature_after_annual_mosaic_start" time="0.031" /><testcase classname="tests.test_building_label_normalization" name="test_normalizer_applies_provider_native_source_class_allowlist" time="0.022" /><testcase classname="tests.test_building_label_normalization" name="test_normalizer_merges_only_touching_visible_roof_instances" time="0.032" /><testcase classname="tests.test_building_label_normalization" name="test_visible_roof_merge_retains_large_touching_chains" time="0.002" /><testcase classname="tests.test_building_proposal_filter" name="test_evenly_limited_is_deterministic" time="0.001" /><testcase classname="tests.test_building_proposal_filter" name="test_validation_threshold_is_selected_without_test_data" time="0.001" /><testcase classname="tests.test_building_proposal_filter" name="test_negative_match_iou" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_backend_dockerfile_copies_package_sources_before_pip_install" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_backend_dockerfile_installs_approved_gis_runtime_stack" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_backend_pyproject_exposes_gis_optional_dependency_group" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_all_in_one_dockerfile_can_opt_into_ai_dependencies_without_base_install" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_all_in_one_dockerfile_copies_operator_scripts_for_runtime_use" time="0.013" /><testcase classname="tests.test_docker_runtime_config" name="test_all_in_one_dockerfile_copies_operator_scripts_after_dependency_install" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_does_not_require_missing_root_env_file" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_exposes_frontend_on_configurable_host_port_with_cors_origin" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_env_example_uses_runtime_env_names_read_by_backend_and_frontend" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_walloon_runtime_settings_are_editable_in_compose_and_unraid" time="0.004" /><testcase classname="tests.test_docker_runtime_config" name="test_frontend_uses_same_origin_api_proxy_by_default" time="0.044" /><testcase classname="tests.test_docker_runtime_config" name="test_nginx_runtime_allows_real_gis_upload_payloads" time="0.004" /><testcase classname="tests.test_docker_runtime_config" name="test_nginx_runtime_allows_long_ai_and_qa_requests" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_does_not_publish_postgis_on_default_host_port" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_waits_for_healthy_database_and_applies_migrations" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_mounts_demo_fixtures_for_backend_runtime" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_has_backend_and_frontend_healthchecks" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_frontend_waits_for_healthy_backend_in_compose" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_backend_docker_start_script_waits_for_sql_connection_before_migrations" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_runtime_sets_writable_ultralytics_config_directory" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_regional_official_vector_sources_are_configurable_in_every_runtime" time="0.003" /><testcase classname="tests.test_docker_runtime_config" name="test_segmentation_and_mdk_acquisition_are_configurable_in_every_runtime" time="0.003" /><testcase classname="tests.test_docker_runtime_config" name="test_compose_reconciles_interrupted_runs_after_restart_like_unraid_runtime" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_docker_build_contexts_exclude_vendor_build_and_cache_outputs" time="0.040" /><testcase classname="tests.test_docker_runtime_config" name="test_browser_runtime_verification_script_detects_proxy_contract" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_gis_runtime_verification_script_detects_required_capabilities" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_gis_import_smoke_script_checks_runtime_imports" time="0.002" /><testcase classname="tests.test_docker_runtime_config" name="test_backend_docker_context_contains_gis_import_smoke_script" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_all_in_one_dockerfile_caches_dependencies_and_pins_driver_compatible_cuda_torch" time="0.001" /><testcase classname="tests.test_docker_runtime_config" name="test_unraid_deploy_passes_ai_build_arg_and_yolo_runtime_env" time="0.003" /><testcase classname="tests.test_docker_runtime_config" name="test_unraid_ai_runtime_requests_nvidia_and_fails_closed" time="0.002" /><testcase classname="tests.test_error_envelope_contract" name="test_app_error_uses_top_level_api_error_contract" time="0.024" /><testcase classname="tests.test_error_envelope_contract" name="test_http_exception_uses_top_level_api_error_contract" time="0.287" /><testcase classname="tests.test_error_envelope_contract" name="test_validation_error_uses_top_level_api_error_contract" time="0.011" /><testcase classname="tests.test_failure_driven_yolo_sampling" name="test_dataset_validation_source_preserves_manifest_path" time="0.024" /><testcase classname="tests.test_failure_driven_yolo_sampling" name="test_sampling_repeats_only_failed_region_train_tiles" time="0.004" /><testcase classname="tests.test_failure_driven_yolo_sampling" name="test_sampling_can_use_calibration_before_test_is_opened" time="0.002" /><testcase classname="tests.test_failure_driven_yolo_sampling" name="test_precision_correction_can_balance_positive_and_negative_tiles" time="0.003" /><testcase classname="tests.test_failure_driven_yolo_sampling" name="test_sampling_targets_failed_calibration_contexts_without_using_protected_tiles" time="0.006" /><testcase classname="tests.test_failure_driven_yolo_sampling" name="test_recall_dominance_does_not_suppress_negatives_when_background_gate_failed" time="0.002" /><testcase classname="tests.test_failure_driven_yolo_sampling" 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classname="tests.test_geojson_dataset_service" name="test_parse_geojson_payload_extracts_metadata" time="0.003" /><testcase classname="tests.test_geojson_dataset_service" name="test_parse_geojson_payload_rejects_non_feature_collection" time="0.001" /><testcase classname="tests.test_geojson_dataset_service" name="test_get_dataset_geojson_reads_stored_payload" time="0.019" /><testcase classname="tests.test_geojson_dataset_service" name="test_get_dataset_geojson_rejects_invalid_stored_json" time="0.020" /><testcase classname="tests.test_geojson_dataset_service" name="test_parse_geojson_payload_returns_vector_metadata" time="0.008" /><testcase classname="tests.test_geojson_dataset_service" name="test_parse_geojson_payload_reports_z_dimension_for_canonical_2d_storage" time="0.002" /><testcase classname="tests.test_geojson_dataset_service" name="test_parse_geojson_payload_rejects_invalid_geometry" time="0.001" /><testcase classname="tests.test_geojson_dataset_service" 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classname="tests.test_mdk_bathymetry_acquisition" name="test_acquisition_rejects_non_geotiff_coverage_response" time="0.004" /><testcase classname="tests.test_mdk_bathymetry_acquisition" name="test_get_coverage_url_is_bounded_and_pinned" time="0.003" /><testcase classname="tests.test_mdk_bathymetry_acquisition" name="test_source_module_never_disables_tls_verification" time="0.001" /><testcase classname="tests.test_model_asset_catalog" name="test_model_asset_catalog_lists_supported_local_model_files" time="0.020" /><testcase classname="tests.test_model_asset_catalog" name="test_model_asset_catalog_resolves_known_asset" time="0.013" /><testcase classname="tests.test_model_asset_catalog" name="test_model_asset_catalog_only_exposes_explicit_active_asset_in_runtime" time="0.040" /><testcase classname="tests.test_model_asset_catalog" name="test_model_asset_catalog_rejects_unknown_asset" time="0.012" /><testcase classname="tests.test_model_asset_catalog" name="test_model_assets_api_returns_canonical_envelope" time="0.042" /><testcase classname="tests.test_model_asset_catalog" name="test_detection_run_persists_selected_model_asset_parameters" time="0.041" /><testcase classname="tests.test_operator_polygon_label_qa" name="test_geometry_rings_yields_polygon_exterior_and_hole" time="0.001" /><testcase classname="tests.test_operator_polygon_label_qa" name="test_geometry_rings_flattens_multipolygon_rings" time="0.001" /><testcase classname="tests.test_operator_polygon_label_qa" name="test_geometry_rings_ignores_non_polygon_geometry" time="0.001" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_regional_product_registry_is_explicit_and_source_specific" time="0.001" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_urbis_land_cover_products_filter_only_documented_block_classes" time="0.005" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_spw_arcgis_paging_is_bounded_stable_and_clipped" time="0.011" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_spw_flood_hazard_uses_separate_governed_endpoint_and_persists_classification" time="0.008" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_spw_flood_hazard_can_be_disabled_independently" time="0.005" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_regional_products_require_the_persisted_authoritative_coverage_area" time="0.005" /><testcase classname="tests.test_post_rc_regional_official_vector" name="test_urbis_wfs_transforms_lambert72_and_persists_through_dataset_service" time="0.032" /><testcase classname="tests.test_qa_service" name="test_qa_compare_candidate_with_reference_returns_metrics" time="0.024" /><testcase classname="tests.test_qa_service" name="test_qa_compare_candidate_with_reference_returns_feature_level_evidence" time="0.033" /><testcase classname="tests.test_qa_service" name="test_dataset_reference_metadata_migration_declares_required_columns" time="0.002" /><testcase classname="tests.test_raster_operations_service" name="test_raster_preview_dependency_aware_when_rasterio_unavailable" time="0.005" /><testcase classname="tests.test_raster_operations_service" name="test_raster_stats_dependency_aware_when_numpy_unavailable" time="0.006" /><testcase classname="tests.test_raster_operations_service" name="test_raster_preview_returns_metadata_payload" time="0.007" /><testcase classname="tests.test_raster_operations_service" name="test_raster_reproject_rejects_invalid_crs" time="0.006" /><testcase classname="tests.test_raster_operations_service" name="test_raster_reproject_returns_persisted_derived_dataset" time="0.011" /><testcase classname="tests.test_raster_operations_service" name="test_raster_inspect_returns_payload" time="0.006" /><testcase classname="tests.test_raster_operations_service" name="test_raster_inspect_rejects_non_raster_dataset" time="0.007" /><testcase classname="tests.test_raster_operations_service" name="test_raster_tile_dependency_aware_when_rasterio_unavailable" time="0.006" /><testcase classname="tests.test_raster_operations_service" name="test_raster_tile_validation_rejects_bad_parameters" time="0.001" /><testcase classname="tests.test_raster_operations_service" name="test_raster_clip_rejects_non_raster_dataset" time="0.004" /><testcase classname="tests.test_raster_operations_service" name="test_raster_clip_rejects_missing_area" time="0.004" /><testcase classname="tests.test_raster_operations_service" name="test_raster_tile_returns_manifest_payload" time="0.032" /><testcase classname="tests.test_raster_operations_service" name="test_raster_clip_persists_derived_dataset" time="0.023" /><testcase classname="tests.test_raster_operations_service" name="test_raster_clip_rejects_dataset_without_crs" time="0.005" /><testcase classname="tests.test_raster_operations_service" name="test_run_job_sync_persists_job_output_dataset_for_raster_ops" time="0.002" /><testcase classname="tests.test_raster_operations_service" name="test_run_job_sync_records_raster_job_error" time="0.003" /><testcase classname="tests.test_raster_operations_service" name="test_raster_clip_rejects_empty_raster_clip" time="0.005" /><testcase classname="tests.test_raster_operations_service" name="test_raster_ndvi_rejects_invalid_band_index" time="0.007" /><testcase classname="tests.test_raster_operations_service" name="test_raster_ndvi_dependency_aware" time="0.003" /><testcase classname="tests.test_raster_operations_service" name="test_raster_ndbi_dependency_aware_when_numpy_missing" time="0.003" /><testcase classname="tests.test_raster_operations_service" name="test_raster_index_records_provenance_and_dtype" time="0.018" /><testcase classname="tests.test_raster_operations_service" name="test_run_job_sync_serializes_index_job_output_dataset_id" time="0.001" /><testcase classname="tests.test_raster_service" name="test_extract_raster_metadata_returns_dependency_aware_error" time="0.003" /><testcase classname="tests.test_raster_service" name="test_extract_raster_metadata_maps_basic_profile_fields" time="0.003" /><testcase classname="tests.test_rc10_data_operations" name="test_backup_guard_requires_recent_complete_sha256_storage_backup" time="0.093" /><testcase classname="tests.test_rc10_data_operations" name="test_backup_guard_rejects_stale_or_tampered_backup" time="0.098" /><testcase classname="tests.test_rc10_data_operations" name="test_storage_lifecycle_is_fail_closed_and_protects_release_evidence" time="0.005" /><testcase classname="tests.test_rc10_data_operations" name="test_storage_audit_only_selects_old_unreferenced_allowlisted_files" time="0.021" /><testcase classname="tests.test_rc10_data_operations" name="test_referenced_tile_manifest_protects_its_tiles" time="0.030" /><testcase classname="tests.test_rc10_data_operations" name="test_ordinary_json_export_is_not_treated_as_an_artifact_manifest" time="0.013" /><testcase classname="tests.test_rc10_data_operations" name="test_manifest_ids_dates_and_labels_are_not_treated_as_paths" time="0.038" /><testcase classname="tests.test_rc10_data_operations" name="test_disk_pressure_uses_absolute_headroom_for_large_arrays" time="0.007" /><testcase classname="tests.test_rc10_data_operations" name="test_source_family_report_covers_national_regional_and_maritime" time="0.009" /><testcase classname="tests.test_rc10_data_operations" name="test_national_and_maritime_sources_have_explicit_freshness_policies" time="0.001" /><testcase classname="tests.test_rc10_data_operations" name="test_cleanup_commands_require_backup_confirmation_and_read_only_mount" time="0.004" /><testcase classname="tests.test_rc11_release_package" name="test_release_version_is_consistent_across_runtime_packages" time="0.049" /><testcase classname="tests.test_rc11_release_package" name="test_release_image_carries_semantic_version_identity" time="0.002" /><testcase classname="tests.test_rc11_release_package" name="test_release_package_signature_and_checksums_fail_closed" time="0.908" /><testcase classname="tests.test_rc11_release_package" name="test_release_package_cli_requires_tagged_clean_revision" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_coverage_catalog_uses_normalized_contracts_and_does_not_change_provider_registry" time="0.007" /><testcase classname="tests.test_rc4_national_coverage" name="test_national_and_maritime_reference_layers_are_selection_analyzable" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_national_scope_operator_assigns_explicit_map_themes" time="0.004" /><testcase classname="tests.test_rc4_national_coverage" name="test_coverage_resolver_only_reports_operational_for_materialized_ready_dataset" time="0.005" /><testcase classname="tests.test_rc4_national_coverage" name="test_statbel_population_materialization_does_not_masquerade_as_admin_data" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_bounded_api_materialization_only_covers_its_persisted_bbox" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_bounded_partition_union_can_be_operational" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_spw_bathymetry_materialization_is_source_specific" time="0.003" /><testcase classname="tests.test_rc4_national_coverage" name="test_vha_bathymetry_profiles_are_operational_only_inside_the_persisted_selection" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_mixed_land_and_north_sea_selection_remains_split" time="0.002" /><testcase classname="tests.test_rc4_national_coverage" name="test_flemish_materialization_is_theme_specific" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_outside_scope_and_unknown_theme_are_explicit" time="0.001" /><testcase classname="tests.test_rc4_national_coverage" name="test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox" time="0.006"><failure message="assert 'coverageSelectionAvailable' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox() -&gt; None:
+        root = Path(__file__).parents[2]
+        focus = (root / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(encoding="utf-8")
+        workspace_hook = (root / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(encoding="utf-8")
+        coverage_hook = (root / "frontend" / "src" / "hooks" / "useCoverageResolver.ts").read_text(encoding="utf-8")
+        map_workspace = (root / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
+    
+        assert "Belgium and North Sea Workbench" in focus
+        assert "nationalProject" in workspace_hook
+        assert "return nationalProject.id" in workspace_hook
+        assert "NATIONAL_WORKSPACE_REGION" in workspace_hook
+        assert "externalApi.resolveCoverage" in coverage_hook
+        assert "coverage.outside_supported_scope" in map_workspace
+        assert "coverageStatusLabel" in map_workspace
+&gt;       assert "coverageSelectionAvailable" in map_workspace
+E       assert 'coverageSelectionAvailable' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_rc4_national_coverage.py:432: AssertionError</failure></testcase><testcase classname="tests.test_rc4_national_scope_operator" name="test_marine_legal_scopes_are_derived_from_official_reporting_units" time="0.004" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_marine_scope_derivation_fails_when_a_required_unit_is_missing" time="0.002" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_area_geometry_normalization_drops_source_z_dimension" time="0.001" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_archive_extraction_accepts_one_safe_geopackage_and_rejects_traversal" time="0.053" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_wfs_fetch_is_allowlisted_paginated_and_complete" time="0.002" /><testcase classname="tests.test_rc4_national_scope_operator" name="test_operator_is_packaged_and_guarded_by_readiness" time="0.002" /><testcase classname="tests.test_rc5_release_deployment" name="test_build_identity_does_not_invalidate_dependency_layers" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_release_deploy_preserves_immutable_and_previous_images" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_release_and_container_replacement_are_serialized" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_release_waits_for_large_postgis_volume_recovery" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_runtime_configuration_is_validated_before_container_replacement" time="0.002"><failure message="ValueError: substring not found">def test_runtime_configuration_is_validated_before_container_replacement() -&gt; None:
+        run_script = (ROOT / "deploy" / "unraid" / "run-dockerman-container.sh").read_text(encoding="utf-8")
+    
+        validation_index = run_script.index("validate_runtime_config")
+&gt;       replacement_index = run_script.index("docker compose down")
+                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+E       ValueError: substring not found
+
+backend\tests\test_rc5_release_deployment.py:65: ValueError</failure></testcase><testcase classname="tests.test_rc5_release_deployment" name="test_fresh_install_smoke_is_isolated_and_cleans_only_its_temp_path" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_manual_rollback_reuses_persistent_paths_and_requires_existing_image" time="0.002" /><testcase classname="tests.test_rc5_release_deployment" name="test_readiness_checks_all_release_shell_entrypoints" time="0.001" /><testcase classname="tests.test_rc5_release_deployment" name="test_upgrade_smoke_restores_and_upgrades_only_an_isolated_database" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_python_ci_lock_is_hashed_linux_311_and_excludes_ai" time="0.002" /><testcase classname="tests.test_rc6_supply_chain" name="test_lock_generator_uses_pinned_linux_runtime_and_verifies_policy" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_ci_runs_complete_release_and_supply_chain_gates" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_scanner_images_are_versioned_and_digest_pinned" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_readiness_guards_lock_and_supply_chain_entrypoints" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_python_audit_exceptions_are_timeboxed_and_full_evidence_is_kept" time="0.004" /><testcase classname="tests.test_rc6_supply_chain" name="test_release_image_uses_locked_non_ai_dependencies_and_npm_ci" time="0.001" /><testcase classname="tests.test_rc6_supply_chain" name="test_gosu_compatibility_wrapper_uses_exec_and_setpriv" time="0.002" /><testcase classname="tests.test_rc7_api_response_contracts" name="test_no_untyped_fastapi_response_models_remain" time="0.006" /><testcase classname="tests.test_rc7_api_response_contracts" name="test_every_json_success_response_has_a_concrete_canonical_schema" time="0.872" /><testcase classname="tests.test_rc8_release_journey_contract" name="test_release_golden_area_contract_covers_belgium_and_north_sea" time="0.003" /><testcase classname="tests.test_rc8_release_journey_contract" name="test_release_golden_area_geometries_are_bounded_and_fingerprintable" time="0.003" /><testcase classname="tests.test_rc8_release_journey_contract" name="test_rc8_runner_and_container_operator_are_release_wired" time="0.002" /><testcase classname="tests.test_rc9_ux_release_contract" name="test_rc9_ux_audit_is_wired_into_frontend_and_readiness" time="0.002" /><testcase classname="tests.test_rc9_ux_release_contract" name="test_rc9_loading_and_accessibility_states_are_explicit" time="0.006"><failure message="assert 'Beschikbaarheid controleren' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_rc9_loading_and_accessibility_states_are_explicit() -&gt; None:
+        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+        map_workspace = (
+            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
+        ).read_text(encoding="utf-8")
+        geo_map = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
+            encoding="utf-8"
+        )
+    
+        assert "workspaceDataLoading" in app
+        assert 'role="status" aria-live="polite"' in app
+        assert "Databronnen worden gecontroleerd" in map_workspace
+&gt;       assert "Beschikbaarheid controleren" in map_workspace
+E       assert 'Beschikbaarheid controleren' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_rc9_ux_release_contract.py:33: AssertionError</failure></testcase><testcase classname="tests.test_rc9_ux_release_contract" name="test_rc9_performance_budgets_are_documented_and_visible" time="0.003" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_backup_is_atomic_read_only_and_checksum_bound" time="0.001" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_backup_verification_is_read_only" time="0.002" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_restore_smoke_is_forced_to_generated_isolated_database" time="0.002" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_release_safety_scripts_have_valid_bash_syntax" time="1.348" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_readiness_gate_checks_release_safety_scripts" time="0.001" /><testcase classname="tests.test_rc_backup_restore_scripts" name="test_password_rotation_never_prints_or_persists_generated_secret" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_historical_orthophoto_is_rejected_for_detection" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_historical_detection_qa_rejects_current_reference" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_historical_detection_qa_accepts_overlapping_reference_edition" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_current_source_with_unbounded_current_reference_remains_supported" time="0.001" /><testcase classname="tests.test_rc_detection_temporal_safety" name="test_detection_frontend_has_no_implicit_first_raster_fallback" time="0.004" /><testcase classname="tests.test_rc_release_evidence" name="test_release_evidence_manifest_is_secret_free_and_read_only" time="2.415" /><testcase classname="tests.test_rc_release_evidence" name="test_release_evidence_cli_writes_single_head_manifest" time="2.843" /><testcase classname="tests.test_rc_release_evidence" name="test_readiness_gate_compiles_release_evidence_command" time="0.001" /><testcase classname="tests.test_rc_runtime_observability" name="test_valid_request_id_is_returned" time="0.010" /><testcase classname="tests.test_rc_runtime_observability" name="test_unsafe_request_id_is_replaced" time="0.010" /><testcase classname="tests.test_rc_runtime_observability" name="test_runtime_report_is_read_only_by_default_and_requires_confirmation" time="0.001" /><testcase classname="tests.test_rc_runtime_observability" name="test_all_in_one_deploy_embeds_immutable_build_identity" time="0.002"><failure message="assert 'GEOINTEL_BUILD_SHA=&quot;$(git rev-parse HEAD)&quot;' in '#!/usr/bin/env bash\nset -euo pipefail\n\nROOT=&quot;$(cd &quot;$(dirname &quot;${BASH_SOURCE[0]}&quot;)/../..&quot; &amp;&amp; pwd)&quot;\ncd &quot;$ROOT&quot;\n\nG...ge.revision&quot;}} created={{index .Config.Labels &quot;org.opencontainers.image.created&quot;}}\' \\\n  &quot;$GEOINTEL_RELEASE_IMAGE&quot;\n'">def test_all_in_one_deploy_embeds_immutable_build_identity() -&gt; None:
+        dockerfile = (ROOT / "deploy" / "unraid" / "Dockerfile.all-in-one").read_text(encoding="utf-8")
+        release_script = (ROOT / "deploy" / "unraid" / "deploy-release.sh").read_text(encoding="utf-8")
+        deploy_powershell = (ROOT / "scripts" / "deploy_tower.ps1").read_text(encoding="utf-8")
+        deploy_shell = (ROOT / "scripts" / "deploy_tower.sh").read_text(encoding="utf-8")
+    
+        assert "ARG GEOINTEL_BUILD_SHA=unknown" in dockerfile
+        assert 'GEOINTEL_BUILD_SHA="${GEOINTEL_BUILD_SHA}"' in dockerfile
+        assert 'GEOINTEL_BUILD_TIME="${GEOINTEL_BUILD_TIME}"' in dockerfile
+        assert 'org.opencontainers.image.revision="${GEOINTEL_BUILD_SHA}"' in dockerfile
+&gt;       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in release_script
+E       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in '#!/usr/bin/env bash\nset -euo pipefail\n\nROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." &amp;&amp; pwd)"\ncd "$ROOT"\n\nG...ge.revision"}} created={{index .Config.Labels "org.opencontainers.image.created"}}\' \\\n  "$GEOINTEL_RELEASE_IMAGE"\n'
+
+backend\tests\test_rc_runtime_observability.py:47: AssertionError</failure></testcase><testcase classname="tests.test_readiness_gate" name="test_backend_keeps_starlette_on_the_supported_pre_httpx2_line" time="0.002" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_treats_deprecation_warnings_as_errors" time="0.002" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_runs_contract_smoke" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_checks_demo_export_workflow_script_syntax" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_runs_golden_qa_benchmark" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_compiles_demo_cleanup_script" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_checks_demo_cleanup_dry_run_script_syntax" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_demo_cleanup_dry_run_script_is_dry_run_only" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_checks_workbench_screenshot_capture_syntax" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_workbench_screenshot_capture_is_artifact_based_and_non_mutating" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_readiness_gate_compiles_yolo_preflight_script" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_demo_export_workflow_script_verifies_export_endpoints" time="0.001" /><testcase classname="tests.test_readiness_gate" name="test_workbench_default_state_script_verifies_populated_demo_start_state" time="0.002" /><testcase classname="tests.test_readiness_gate" name="test_pass_end_check_excludes_vendor_and_build_outputs" time="0.001" /><testcase classname="tests.test_regional_yolo_dataset" name="test_select_paths_is_region_and_split_safe" time="0.001" /><testcase classname="tests.test_request_target_security" name="test_invalid_host_request_target_is_rejected_canonically" time="0.005" /><testcase classname="tests.test_request_target_security" name="test_urlencoded_form_body_is_rejected_before_starlette_form_parsing" time="0.005" /><testcase classname="tests.test_request_target_security" name="test_multipart_upload_contract_remains_available" time="0.005" /><testcase classname="tests.test_retile_yolo_dataset" name="test_tile_starts_cover_edges_with_overlap" time="0.001" /><testcase classname="tests.test_retile_yolo_dataset" name="test_tile_starts_reject_image_smaller_than_tile" time="0.001" /><testcase classname="tests.test_rotate_belgium_building_holdouts" name="test_rotated_corpus_version_is_explicit_and_canonical" time="0.001" /><testcase classname="tests.test_run_state_consistency" name="test_invalid_fixture_detections_mark_run_and_job_failed" time="0.005" /><testcase classname="tests.test_run_state_consistency" name="test_invalid_fixture_segmentations_mark_run_and_job_failed" time="0.005" /><testcase classname="tests.test_run_state_consistency" name="test_unexpected_error_in_sync_job_marks_job_failed" time="0.002" /><testcase classname="tests.test_run_state_consistency" name="test_app_error_in_sync_job_still_marks_job_failed" time="0.001" /><testcase classname="tests.test_runtime_reconciliation_service" name="test_reconciliation_terminalizes_only_running_work" time="0.006" /><testcase classname="tests.test_runtime_reconciliation_service" name="test_startup_reconciliation_is_enabled_only_in_all_in_one_runtime" time="0.001" /><testcase classname="tests.test_sam_roof_label_refinement" name="test_plausible_refinement_is_fail_closed" time="0.001" /><testcase classname="tests.test_sam_roof_label_refinement" name="test_yolo_round_trip_shape" time="0.001" /><testcase classname="tests.test_sam_roof_label_refinement" name="test_cli_exposes_explicit_fallback_policy" time="0.001" /><testcase classname="tests.test_schema_model_field_warnings" name="test_model_prefixed_api_fields_are_explicitly_supported" time="0.001" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_models_report_not_configured_when_disabled" time="0.007" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_models_report_dependency_unavailable" time="0.008" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_models_report_configured_with_local_weights" time="0.008" /><testcase classname="tests.test_segmentation_configured_models" name="test_segmentation_dependency_check_uses_real_imports_not_find_spec" time="0.001" /><testcase classname="tests.test_segmentation_configured_models" name="test_configured_segmentation_requires_tile_manifest" time="0.007" /><testcase classname="tests.test_segmentation_configured_models" name="test_configured_yolo_seg_run_persists_georeferenced_masks" time="0.022" /><testcase classname="tests.test_segmentation_configured_models" name="test_configured_sam_run_is_class_agnostic" time="0.022" /><testcase classname="tests.test_segmentation_configured_models" name="test_unconfigured_segmentation_run_fails_closed" time="0.008" /><testcase classname="tests.test_segmentation_configured_models" name="test_pixel_points_to_epsg4326_polygon_uses_tile_transform" time="0.001" /><testcase classname="tests.test_segmentation_configured_models" name="test_pixel_points_to_epsg4326_polygon_rejects_degenerate_input" time="0.001" /><testcase classname="tests.test_selection_partition_analysis" name="test_vector_partition_route_combines_one_governed_product" time="0.001" /><testcase classname="tests.test_selection_partition_analysis" name="test_vector_partition_request_has_a_bounded_fan_out" time="0.010" /><testcase classname="tests.test_selection_partition_analysis" name="test_vector_partition_route_rejects_mixed_source_products" time="0.001" /><testcase classname="tests.test_sprint100_segmentation_manifest_handoff" name="test_raster_tile_manifest_can_handoff_to_segmentation_lab" time="0.004" /><testcase classname="tests.test_sprint101_ai_handoff_interaction_smoke" name="test_ai_handoff_interaction_smoke_is_registered_and_clicks_both_handoffs" time="0.001" /><testcase classname="tests.test_sprint103_ai_lab_run_readiness" name="test_detection_lab_exposes_run_readiness_contract" time="0.001" /><testcase classname="tests.test_sprint103_ai_lab_run_readiness" name="test_segmentation_lab_exposes_run_readiness_contract" time="0.001" /><testcase classname="tests.test_sprint103_ai_lab_run_readiness" name="test_ai_lab_run_readiness_css_contract" time="0.002" /><testcase classname="tests.test_sprint104_ai_lab_action_guardrails" name="test_detection_lab_distinguishes_configured_model_from_ui_runnable_action" time="0.001" /><testcase classname="tests.test_sprint104_ai_lab_action_guardrails" name="test_segmentation_lab_distinguishes_configured_model_from_ui_runnable_action" time="0.001" /><testcase classname="tests.test_sprint104_ai_lab_action_guardrails" name="test_ai_lab_guardrail_styles_remain_compact" time="0.001" /><testcase classname="tests.test_sprint105_map_feature_extract" name="test_map_workspace_exposes_feature_extract_actions" time="0.002" /><testcase classname="tests.test_sprint105_map_feature_extract" name="test_geomap_highlights_selected_feature_layer" time="0.001" /><testcase classname="tests.test_sprint105_map_feature_extract" name="test_feature_extract_css_is_responsive_and_scannable" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_feature_service_extracts_bbox_geojson_from_persisted_rows" time="0.002" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_feature_service_rejects_invalid_bbox" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_is_project_scoped_and_enveloped" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_rejects_non_vector_dataset" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_uses_persisted_area_geometry_when_requested" time="0.002" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_uses_bbox_for_dataset_preclipped_to_selected_area" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_vector_select_route_rejects_area_from_another_project" time="0.001" /><testcase classname="tests.test_sprint106_map_bbox_extract" name="test_frontend_exposes_map_bbox_selection_contracts" time="0.006"><failure message="assert 'analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_frontend_exposes_map_bbox_selection_contracts() -&gt; None:
+        api_client = (ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts").read_text(encoding="utf-8")
+        map_workspace = (ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
+        geomap = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(encoding="utf-8")
+        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+        extract_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapSelectionExtract.ts").read_text(encoding="utf-8")
+        theme_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
+    
+        assert "selectVectorFeatures" in api_client
+        assert "Area selection" in map_workspace
+        assert "Teken rechthoek" in map_workspace
+        assert "Objecten in gebied ophalen" in map_workspace
+        assert "Gebiedsdownload bewaren" in map_workspace
+        assert "bboxSelectionMode" in geomap
+        assert "selection-bbox" in geomap
+        assert "selection-result" in geomap
+        assert "useMapSelectionExtract" in app
+        assert "area_id: areaId" in extract_hook
+        assert "area_id: areaId" in theme_hook
+&gt;       assert "analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in map_workspace
+E       assert 'analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint106_map_bbox_extract.py:356: AssertionError</failure></testcase><testcase classname="tests.test_sprint107_map_selection_export" name="test_vector_selection_geojson_export_persists_handoff_artifact" time="0.015" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_vector_selection_geojson_export_endpoint_returns_canonical_envelope" time="0.009" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_vector_selection_export_uses_exact_area_scope_when_requested" time="0.004" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_area_constrained_bbox_uses_intersection_and_disables_full_area_fast_path" time="0.004" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_area_constrained_bbox_rejects_selection_outside_work_area" time="0.001" /><testcase classname="tests.test_sprint107_map_selection_export" name="test_frontend_exposes_map_selection_export_action" time="0.004" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_vector_selection_derive_persists_queryable_derived_dataset" time="0.015" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_vector_selection_derive_rejects_empty_selection" time="0.003" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_vector_selection_derive_endpoint_returns_canonical_dataset_envelope" time="0.009" /><testcase classname="tests.test_sprint108_map_selection_derived_dataset" name="test_frontend_exposes_map_selection_derive_action" time="0.003" /><testcase classname="tests.test_sprint109_map_selection_qa_shortcut" name="test_map_selection_qa_shortcut_uses_existing_qa_workflow_contract" time="0.002" /><testcase classname="tests.test_sprint109_map_selection_qa_shortcut" name="test_app_keeps_qa_api_calls_out_of_orchestration" time="0.001" /><testcase classname="tests.test_sprint110_map_qa_evidence_drilldown" name="test_map_qa_result_exposes_quality_check_evidence_contract" time="0.003" /><testcase classname="tests.test_sprint110_map_qa_evidence_drilldown" name="test_map_qa_evidence_keeps_backend_contract_unchanged" time="0.001" /><testcase classname="tests.test_sprint111_qa_feature_evidence" name="test_qa_feature_evidence_contract_is_documented_and_rendered" time="0.002" /><testcase classname="tests.test_sprint111_qa_feature_evidence" name="test_qa_services_persist_feature_evidence_without_new_migrations" time="0.002" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_quality_check_evidence_geojson_resolves_persisted_vector_features" time="0.003" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_quality_check_evidence_geojson_rejects_cross_project_access" time="0.001" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_quality_check_evidence_geojson_api_uses_canonical_envelope" time="0.007" /><testcase classname="tests.test_sprint112_qa_evidence_overlay" name="test_frontend_quality_evidence_overlay_contract_is_wired" time="0.003" /><testcase classname="tests.test_sprint113_calm_workbench_layout" name="test_calm_workbench_layout_reduces_duplicate_navigation_density" time="0.001" /><testcase classname="tests.test_sprint113_calm_workbench_layout" name="test_calm_workbench_layout_keeps_mobile_safe_navigation" time="0.001" /><testcase classname="tests.test_sprint114_data_map_usability_layout" name="test_data_workspace_uses_compact_catalog_layout" time="0.001" /><testcase classname="tests.test_sprint114_data_map_usability_layout" name="test_map_workspace_prioritizes_map_before_dense_controls" time="0.001" /><testcase classname="tests.test_sprint115_quality_export_usability_layout" name="test_quality_workspace_uses_compact_evidence_review_layout" time="0.001" /><testcase classname="tests.test_sprint115_quality_export_usability_layout" name="test_export_workspace_uses_compact_handoff_layout" time="0.001" /><testcase classname="tests.test_sprint116_operational_gis_map_workflow" name="test_map_uses_road_basemap_with_attribution_and_env_override" time="0.001" /><testcase classname="tests.test_sprint116_operational_gis_map_workflow" name="test_map_workspace_can_select_persisted_database_layer_and_run_query" time="0.003" /><testcase classname="tests.test_sprint118_yolo_preflight_ui" name="test_detection_lab_surfaces_yolo_runtime_preflight" time="0.003" /><testcase classname="tests.test_sprint118_yolo_preflight_ui" name="test_detection_lab_surfaces_local_model_asset_selection" time="0.003" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_reports_no_local_model" time="0.116" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_refuses_ambiguous_model_selection" time="0.116" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_dry_run_selects_single_model" time="0.115" /><testcase classname="tests.test_sprint119_yolo_model_configuration" name="test_configure_yolo_model_apply_updates_existing_env_file" time="0.138" /><testcase classname="tests.test_sprint120_model_asset_detection_workflow_smoke" name="test_model_asset_detection_workflow_smoke_is_registered_and_checks_configured_yolo_path" time="0.001" /><testcase classname="tests.test_sprint121_real_data_detection_qa_smoke" name="test_real_data_detection_qa_smoke_requires_operator_inputs_and_checks_full_chain" time="0.002" /><testcase classname="tests.test_sprint122_model_asset_activation_guardrails" name="test_detection_workflow_selects_only_the_active_runtime_model_asset_automatically" time="0.001" /><testcase classname="tests.test_sprint122_model_asset_activation_guardrails" name="test_detection_lab_explains_explicit_model_asset_and_threshold_selection" time="0.002" /><testcase classname="tests.test_sprint122_model_asset_activation_guardrails" name="test_detection_run_readiness_requires_explicit_asset_when_local_assets_exist" time="0.001" /><testcase classname="tests.test_sprint122_raster_upload_metadata_mapping" name="test_raster_upload_maps_metadata_bounds_resolution_and_bands" time="0.003" /><testcase classname="tests.test_sprint123_raster_detection_handoff_operational" name="test_raster_workflow_exposes_structured_tile_manifest_handoff" time="0.002" /><testcase classname="tests.test_sprint123_raster_detection_handoff_operational" name="test_raster_controls_show_manifest_details_and_ai_handoff_action" time="0.001" /><testcase classname="tests.test_sprint123_raster_detection_handoff_operational" name="test_detection_handoff_opens_ai_lab_preflights_manifest_and_keeps_asset_explicit" time="0.002" /><testcase classname="tests.test_sprint124_detection_calibration_sweep" name="test_detection_calibration_sweep_reuses_real_data_workflow_and_reports_qa_metrics" time="0.001" /><testcase classname="tests.test_sprint125_detection_calibration_evidence_bundle" name="test_detection_calibration_evidence_bundle_exports_persisted_qa_evidence" time="0.001" /><testcase classname="tests.test_sprint126_detection_quality_matrix" name="test_detection_quality_matrix_compares_models_tiles_and_thresholds" time="0.001" /><testcase classname="tests.test_sprint127_operator_sample_quality_matrix" name="test_prepare_operator_real_data_samples_fetches_documented_ortho_and_grb_pairs" time="0.001" /><testcase classname="tests.test_sprint127_operator_sample_quality_matrix" name="test_prepare_operator_real_data_samples_help_does_not_require_gis_dependencies" time="0.140" /><testcase classname="tests.test_sprint127_operator_sample_quality_matrix" name="test_multi_sample_detection_quality_matrix_runs_existing_matrix_for_each_sample" time="0.002" /><testcase classname="tests.test_sprint129_operator_yolo_training_dataset" name="test_operator_yolo_dataset_export_script_contract" time="0.002" /><testcase classname="tests.test_sprint129_operator_yolo_training_dataset" name="test_operator_yolo_dataset_export_help_does_not_require_gis_dependencies" time="0.116" /><testcase classname="tests.test_sprint129_operator_yolo_training_dataset" name="test_operator_yolo_train_smoke_script_contract" time="0.001" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_expected_metrics_are_documented" time="0.003" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_benchmark_manifest_covers_multiple_regression_scenarios" time="0.001" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_benchmark_command_passes_all_scenarios_and_reports_persistence" time="2.032" /><testcase classname="tests.test_sprint12_golden_qa_benchmark" name="test_golden_qa_shell_wrapper_is_safe_and_documented" time="1.093" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_operator_yolo_tile_dataset_export_script_contract" time="0.002" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_operator_yolo_tile_dataset_export_help_does_not_require_gis_dependencies" time="0.242" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_default_validation_split_is_explicit_and_rejects_holdout_leakage" time="0.007" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_manifest_sample_selection_keeps_external_holdouts_out_of_targeted_dataset" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_train_only_shard_requires_explicit_opt_in" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_validation_coverage_reports_holdouts_without_retained_tiles" time="0.006" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_iter_tile_windows_covers_edges_without_duplicates" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_negative_tile_keep_is_deterministic_and_ratio_bound" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_labels_for_tile_can_drop_tiny_visible_box_fragments" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_background_negative_repeat_only_applies_to_training_background_tiles" time="0.005" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_background_category_is_derived_for_legacy_operator_manifests" time="0.004" /><testcase classname="tests.test_sprint130_operator_yolo_tile_dataset" name="test_export_can_skip_low_variance_negative_tiles" time="0.018" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_sample_registry_includes_kempen_reference_and_background_candidates" time="0.005" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_training_expansion_preserves_geographically_separate_holdouts" time="0.006" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_small_building_expansion_has_separate_training_and_validation_centers" time="0.005" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_background_candidates_are_unique_enough_for_hard_negative_training" time="0.005" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_operator_sample_can_be_scaled_for_larger_training_aoi" time="0.008" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_background_candidate_can_write_empty_reference_geojson" time="0.030" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_fetch_reference_follows_grb_next_links_until_complete" time="0.029" /><testcase classname="tests.test_sprint131_operator_sample_expansion" name="test_reference_sample_still_rejects_empty_grb_response" time="0.008" /><testcase classname="tests.test_sprint132_operator_hard_negative_matrix" name="test_operator_hard_negative_matrix_scores_background_samples_without_qa" time="0.002" /><testcase classname="tests.test_sprint133_detection_threshold_calibration_ux" name="test_detection_lab_exposes_persisted_threshold_calibration_comparison" time="0.002" /><testcase classname="tests.test_sprint134_guided_detection_calibration_runner" name="test_detection_lab_has_guided_threshold_calibration_runner" time="0.002" /><testcase classname="tests.test_sprint135_calibration_evidence_handoff" name="test_guided_calibration_rows_link_to_existing_qa_evidence_map" time="0.002" /><testcase classname="tests.test_sprint136_calibration_summary_export_ui" name="test_guided_calibration_runner_exports_review_summary" time="0.002" /><testcase classname="tests.test_sprint137_browser_calibration_summary_evidence_script" name="test_evidence_bundle_script_accepts_browser_calibration_summary_export" time="0.002" /><testcase classname="tests.test_sprint138_calibration_evidence_bundle_smoke" name="test_browser_calibration_evidence_bundle_smoke_runs_with_mocked_api" time="1.141" /><testcase classname="tests.test_sprint139_multi_aoi_calibration_evidence_portfolio" name="test_multi_aoi_calibration_evidence_portfolio_assembles_existing_evidence" time="2.613" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_reports_disabled_without_loading_model" time="0.013" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_distinguishes_missing_dependencies_from_missing_model" time="0.018" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_validates_model_and_manifest_without_importing_yolo" time="0.035" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_marks_assumed_dependencies_in_runtime_details" time="0.030" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_can_explicitly_smoke_load_local_model" time="0.034" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_reports_explicit_model_load_failure" time="0.018" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_script_outputs_json" time="1.924" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_script_uses_environment_configuration" time="2.187" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_script_rejects_assumed_dependencies_for_model_load" time="2.679" /><testcase classname="tests.test_sprint13_yolo_preflight" name="test_yolo_preflight_api_returns_canonical_envelope" time="0.019" /><testcase classname="tests.test_sprint143_detection_model_promotion_report" name="test_detection_model_promotion_report_combines_positive_and_background_gates" time="0.317" /><testcase classname="tests.test_sprint143_detection_model_promotion_report" name="test_detection_model_promotion_report_uses_portfolio_and_tile_defaults" time="0.305" /><testcase classname="tests.test_sprint143_detection_model_promotion_report" name="test_detection_model_promotion_report_accepts_multi_sample_quality_summary" time="0.209" /><testcase classname="tests.test_sprint146_operator_yolo_dataset_quality_audit" name="test_operator_yolo_dataset_quality_audit_reports_dataset_risks" time="0.206" /><testcase classname="tests.test_sprint155_detection_operator_profiles" name="test_detection_operator_profiles_define_explicit_yolo_candidates_and_promoted_profile" time="0.002" /><testcase classname="tests.test_sprint155_detection_operator_profiles" name="test_detection_lab_surfaces_profiles_as_deliberate_operator_actions" time="0.001" /><testcase classname="tests.test_sprint155_detection_operator_profiles" name="test_detection_workflow_applies_profiles_without_selecting_the_first_arbitrary_asset" time="0.001" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_background_samples_are_classified_by_actual_reference_density" time="0.004" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_prepare_sample_manifest_records_background_category_from_cached_reference" time="0.018" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_hard_negative_matrix_can_filter_background_categories" time="0.001" /><testcase classname="tests.test_sprint156_background_corpus_classification" name="test_yolo_tile_export_preserves_background_category_provenance" time="0.004" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_split_report_builder_creates_strict_gate_and_context_review" time="0.042" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_split_report_builder_rejects_wrong_summary_category" time="0.017" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_split_matrix_runner_invokes_both_background_categories" time="0.001" /><testcase classname="tests.test_sprint157_background_split_matrix_runner" name="test_readiness_covers_split_matrix_runner" time="0.001" /><testcase classname="tests.test_sprint158_promotion_report_split_background" name="test_promotion_report_uses_split_pure_empty_as_gate_and_sparse_context_as_review" time="0.225" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_split_background_promotion_workflow_runs_split_then_split_aware_report" time="0.001" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_split_background_promotion_workflow_has_safe_preflight_mode" time="0.001" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_split_background_preflight_derives_missing_background_categories" time="0.898" /><testcase classname="tests.test_sprint159_split_promotion_workflow" name="test_readiness_checks_split_background_promotion_workflow_syntax" time="0.001" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_endpoint_returns_canonical_envelope" time="0.007" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_service_uses_explicit_golden_fixtures" time="0.002" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_service_supports_container_fixture_mount" time="0.001" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_demo_workflow_prefers_complete_existing_demo_project" time="0.001" /><testcase classname="tests.test_sprint15_demo_workflow" name="test_explicit_demo_seed_reactivates_an_archived_fixture_project" time="0.001" /><testcase classname="tests.test_sprint161_widescreen_workbench" name="test_workbench_adds_widescreen_layout_contracts" time="0.001" /><testcase classname="tests.test_sprint161_widescreen_workbench" name="test_workbench_adds_ultrawide_map_priority_contracts" time="0.001" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_promoted_yolo_activation_dry_run_validates_report_and_model" time="0.141" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_promoted_yolo_activation_apply_updates_env_file" time="0.465" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_promoted_yolo_activation_rejects_non_promoted_report" time="0.200" /><testcase classname="tests.test_sprint162_promoted_model_activation" name="test_readiness_gate_compiles_promoted_activation_script" time="0.001" /><testcase classname="tests.test_sprint167_operator_yolo_label_qa_contact_sheets" name="test_contact_sheet_selection_balances_source_samples_before_dense_repeats" time="0.054" /><testcase classname="tests.test_sprint167_operator_yolo_label_qa_contact_sheets" name="test_operator_yolo_label_qa_contact_sheets_render_visual_artifacts" time="0.478" /><testcase classname="tests.test_sprint169_long_context_name_readability" name="test_long_context_names_remain_compact_and_inspectable" time="0.002" /><testcase classname="tests.test_sprint16_quality_checks_dashboard" name="test_quality_check_service_lists_checks_with_metrics" time="0.003" /><testcase classname="tests.test_sprint16_quality_checks_dashboard" name="test_quality_checks_endpoint_returns_canonical_envelope" time="0.041" /><testcase classname="tests.test_sprint170_detection_false_negative_audit" name="test_fixed_threshold_portfolio_inputs_select_one_comparable_run_per_aoi" time="0.362" /><testcase classname="tests.test_sprint170_detection_false_negative_audit" name="test_false_negative_audit_finds_persistent_reference_misses" time="0.725" /><testcase classname="tests.test_sprint170_detection_false_negative_audit" name="test_false_negative_audit_rejects_mismatched_reference_populations" time="0.869" /><testcase classname="tests.test_sprint175_detection_review_hardening" name="test_detection_results_table_uses_bounded_local_pagination" time="0.002" /><testcase classname="tests.test_sprint175_detection_review_hardening" name="test_false_positive_audit_builds_reviewable_persisted_evidence" time="0.852" /><testcase classname="tests.test_sprint175_detection_review_hardening" name="test_false_positive_audit_rejects_declared_role_count_drift" time="0.732" /><testcase classname="tests.test_sprint176_detection_false_positive_visual_review" name="test_detection_quality_evidence_exposes_persisted_detection_provenance" time="0.003" /><testcase classname="tests.test_sprint176_detection_false_positive_visual_review" name="test_false_positive_visual_review_is_stratified_and_requires_manual_decisions" time="1.942" /><testcase classname="tests.test_sprint176_detection_false_positive_visual_review" name="test_false_positive_visual_review_rejects_tiles_outside_storage_root" time="0.793" /><testcase classname="tests.test_sprint177_mol_primary_focus" name="test_frontend_declares_national_scope_as_primary_operating_focus" time="0.002"><failure message="AssertionError: assert 'Atlas Workbench' in 'import {\n  Activity,\n  Bot,\n  Database,\n  Download,\n  Map,\n  ScanSearch,\n  Settings,\n  ShieldCheck,\n  type L...    )\n            })}\n          &lt;/div&gt;\n        ))}\n      &lt;/nav&gt;\n      &lt;ItWorxSignature /&gt;\n    &lt;/aside&gt;\n  )\n}\n'">def test_frontend_declares_national_scope_as_primary_operating_focus() -&gt; None:
+        focus = (ROOT / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(
+            encoding="utf-8"
+        )
+        project_hook = (ROOT / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(
+            encoding="utf-8"
+        )
+        map_source = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
+            encoding="utf-8"
+        )
+        navigation = (
+            ROOT
+            / "frontend"
+            / "src"
+            / "components"
+            / "shell"
+            / "WorkbenchNavigation.tsx"
+        ).read_text(encoding="utf-8")
+    
+        assert "NATIONAL_WORKSPACE_PROJECT_NAME = 'Belgium and North Sea Workbench'" in focus
+        assert "NATIONAL_WORKSPACE_REGION = 'Belgie en Belgische Noordzee'" in focus
+        assert "NATIONAL_MAP_CENTER" in focus
+        assert "return nationalProject.id" in project_hook
+        assert "hasMappedAnalysisContext(data)" in project_hook
+        assert "dataset.dataset_type === 'raster'" in project_hook
+        assert "dataset.dataset_type === 'vector' || dataset.dataset_type === 'geojson'" in project_hook
+        assert "PRIMARY_FOCUS_AREA_NAME" not in project_hook
+        assert "PRIMARY_FOCUS_AREA_GEOJSON" not in project_hook
+        assert "center: NATIONAL_MAP_CENTER" in map_source
+        assert "zoom: NATIONAL_MAP_ZOOM" in map_source
+        assert "GeoIntel" in navigation
+&gt;       assert "Atlas Workbench" in navigation
+E       AssertionError: assert 'Atlas Workbench' in 'import {\n  Activity,\n  Bot,\n  Database,\n  Download,\n  Map,\n  ScanSearch,\n  Settings,\n  ShieldCheck,\n  type L...    )\n            })}\n          &lt;/div&gt;\n        ))}\n      &lt;/nav&gt;\n      &lt;ItWorxSignature /&gt;\n    &lt;/aside&gt;\n  )\n}\n'
+
+backend\tests\test_sprint177_mol_primary_focus.py:38: AssertionError</failure></testcase><testcase classname="tests.test_sprint177_mol_primary_focus" name="test_operator_workflows_put_mol_first_and_name_future_projects" time="0.001" /><testcase classname="tests.test_sprint177_mol_primary_focus" name="test_product_docs_record_national_scope_and_mol_regression_focus" time="0.013"><failure message="assert 'Belgium and the Belgian North Sea' in '# GeoIntel\n\n&lt;p align=&quot;center&quot;&gt;\n  &lt;img src=&quot;frontend/public/geointel-icon.png&quot; width=&quot;92&quot; alt=&quot;GeoIntel logo&quot;&gt;\n&lt;/p...\n\nActieve mijlpaal: **v1.0.0 — Belgium and Belgian North Sea**.\n\nGeoIntel is een project van Jens / ITWorx.tech.\n'">def test_product_docs_record_national_scope_and_mol_regression_focus() -&gt; None:
+        readme = (ROOT / "README.md").read_text(encoding="utf-8")
+        vision = (ROOT / "docs" / "PRODUCT_VISION.md").read_text(encoding="utf-8")
+    
+&gt;       assert "Belgium and the Belgian North Sea" in readme
+E       assert 'Belgium and the Belgian North Sea' in '# GeoIntel\n\n&lt;p align="center"&gt;\n  &lt;img src="frontend/public/geointel-icon.png" width="92" alt="GeoIntel logo"&gt;\n&lt;/p...\n\nActieve mijlpaal: **v1.0.0 — Belgium and Belgian North Sea**.\n\nGeoIntel is een project van Jens / ITWorx.tech.\n'
+
+backend\tests\test_sprint177_mol_primary_focus.py:62: AssertionError</failure></testcase><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_mol_operational_registry_has_distinct_real_world_zones_and_holdouts" time="0.004" /><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_mol_sample_metadata_is_persisted_in_operator_manifest_records" time="0.006" /><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_real_data_matrix_propagates_project_region_and_persisted_area" time="0.001" /><testcase classname="tests.test_sprint178_mol_operational_pack" name="test_mol_operational_runner_uses_real_positive_qa_and_background_paths" time="0.001" /><testcase classname="tests.test_sprint179_detection_false_negative_visual_review" name="test_false_negative_visual_review_uses_persisted_manifest_and_requires_decisions" time="1.031" /><testcase classname="tests.test_sprint179_detection_false_negative_visual_review" name="test_false_negative_visual_review_rejects_manifest_outside_storage" time="0.937" /><testcase classname="tests.test_sprint17_export_foundation" name="test_dataset_geojson_export_persists_export_and_writes_artifact" time="0.021" /><testcase classname="tests.test_sprint17_export_foundation" name="test_dataset_geojson_export_rejects_raster_dataset" time="0.004" /><testcase classname="tests.test_sprint17_export_foundation" name="test_project_metadata_export_persists_json_summary" time="0.022" /><testcase classname="tests.test_sprint17_export_foundation" name="test_project_report_export_persists_html_artifact" time="0.024" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_content_reads_persisted_artifact" time="0.016" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_content_rejects_html_report_preview" time="0.004" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_download_path_rejects_missing_artifact" time="0.004" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_geojson_endpoint_returns_canonical_envelope" time="0.011" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_download_endpoint_returns_file_response" time="0.014" /><testcase classname="tests.test_sprint17_export_foundation" name="test_export_download_endpoint_returns_html_media_type" time="0.027" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_workbench_uses_grouped_navigation_and_optional_inspector" time="0.002" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_data_creation_forms_are_progressively_disclosed" time="0.003" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_map_prioritizes_controls_map_and_collapsed_diagnostics" time="0.002" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_ai_workspaces_prioritize_runs_and_collapse_registry_detail" time="0.002" /><testcase classname="tests.test_sprint180_premium_workbench" name="test_mobile_shell_uses_full_width_main_and_horizontal_navigation" time="0.001" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_mol_provisioner_uses_official_identity_and_exact_boundary_clipping" time="0.003" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_mol_provisioner_refuses_a_truncated_municipality_dataset" time="0.003" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_mol_source_session_retries_only_safe_get_requests" time="0.002" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_large_vector_persistence_flushes_once_without_per_feature_refresh" time="0.040" /><testcase classname="tests.test_sprint181_mol_municipality_workspace" name="test_municipality_workspace_remains_a_regression_fixture_without_frontend_priority" time="0.003" /><testcase classname="tests.test_sprint182_viewport_vector_delivery" name="test_vector_selection_contract_keeps_an_explicit_bounded_limit" time="0.001" /><testcase classname="tests.test_sprint182_viewport_vector_delivery" name="test_large_vector_delivery_uses_existing_postgis_bbox_contract" time="0.002" /><testcase classname="tests.test_sprint182_viewport_vector_delivery" name="test_map_reports_viewport_and_does_not_refit_each_slice" time="0.002" /><testcase classname="tests.test_sprint183_map_layer_source_mode" name="test_map_source_mode_keeps_database_layers_distinct_from_analysis_results" time="0.002" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_tile_coverage_transforms_projected_manifest_bounds_to_epsg4326" time="0.054" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_tile_coverage_rejects_manifest_for_different_dataset" time="0.001" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_coverage_filter_reports_outside_and_boundary_clipped_population" time="0.002" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_coverage_filter_preserves_prefiltered_database_population_count" time="0.002" /><testcase classname="tests.test_sprint184_detection_qa_coverage" name="test_iou_matching_keeps_exact_results_with_many_spatially_disjoint_references" time="0.005" /><testcase classname="tests.test_sprint185_frontend_toolchain_security" name="test_frontend_toolchain_stays_on_audited_vite_and_node_versions" time="0.003" /><testcase classname="tests.test_sprint185_mol_coverage_benchmark" name="test_mol_benchmark_accepts_coverage_safe_multi_zone_evidence" time="0.204" /><testcase classname="tests.test_sprint185_mol_coverage_benchmark" name="test_mol_benchmark_rejects_missing_coverage_zone_collapse_and_background_pressure" time="0.424" /><testcase classname="tests.test_sprint185_mol_coverage_benchmark" name="test_mol_benchmark_is_wired_into_existing_operator_pipeline" time="0.003" /><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_map_first_explorer_is_the_default_product_flow" time="0.005"><failure message="assert '&lt;h3&gt;Focus op de kaart &lt;small&gt;optioneel&lt;/small&gt;&lt;/h3&gt;' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_map_first_explorer_is_the_default_product_flow() -&gt; None:
+        app = read("frontend/src/App.tsx")
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+    
+        assert "useState&lt;WorkspaceKey&gt;('map')" in app
+        assert "Gebied analyseren" in workspace
+&gt;       assert "&lt;h3&gt;Focus op de kaart &lt;small&gt;optioneel&lt;/small&gt;&lt;/h3&gt;" in workspace
+E       assert '&lt;h3&gt;Focus op de kaart &lt;small&gt;optioneel&lt;/small&gt;&lt;/h3&gt;' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint186_map_first_geographic_explorer.py:19: AssertionError</failure></testcase><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_map_rectangle_drag_is_wired_to_automatic_analysis" time="0.005"><failure message="assert 'void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_map_rectangle_drag_is_wired_to_automatic_analysis() -&gt; None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+        geomap = read("frontend/src/components/GeoMap.tsx")
+        styles = read("frontend/src/styles/app.css")
+    
+        assert "onMapBboxPreview={handleMapBboxPreview}" in workspace
+        assert "onMapBboxSelect={handleMapBboxSelect}" in workspace
+        assert "void analyzeSelection(bbox, areaIdForSelection(bbox))" in workspace
+        assert "const areaIdForSelection" in workspace
+        assert "bbox &amp;&amp; selectedMapArea ? selectedMapArea.id : undefined" in workspace
+&gt;       assert "void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in workspace
+E       assert 'void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint186_map_first_geographic_explorer.py:44: AssertionError</failure></testcase><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_dataset_detail_responses_cannot_overwrite_the_latest_map_layer" time="0.001" /><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_selection_contract_reports_total_intersections_separately_from_preview" time="0.002" /><testcase classname="tests.test_sprint186_map_first_geographic_explorer" name="test_official_mol_context_provisioner_uses_existing_dataset_flow" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_series_keeps_only_latest_snapshot_per_observation_date" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_migration_and_models_align" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_metadata_requires_an_explicit_series_and_observation_date" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_metadata_update_appends_provenance_version_and_is_idempotent" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_selection_area_aggregation_returns_hectares_without_loading_all_features" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_population_area_weighting_is_exact_for_full_features_and_estimated_for_partial_features" time="0.004" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_compare_returns_delta_and_canonical_change_payload" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_comparison_clips_cross_boundary_bbox_to_selected_area" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_unstable_temporal_identity_returns_clear_end_user_warning" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_governed_legacy_grb_snapshots_use_verified_official_feature_identity" time="0.003" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_governed_grb_object_history_fails_closed_for_unverified_identity" time="0.002" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_legacy_grb_identity_requires_complete_partition_evidence" time="0.001" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_temporal_frontend_and_official_operator_contracts_exist" time="0.004" /><testcase classname="tests.test_sprint187_temporal_map_foundation" name="test_tower_deploy_waits_for_startup_migration_before_live_smoke" time="0.001" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_wcs_contract_is_categorical_and_deterministic" time="0.009" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_polygonization_clips_and_preserves_provenance" time="0.199" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_metadata_keeps_modern_series_separate" time="0.008" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_operator_paginates_within_api_limit" time="0.007" /><testcase classname="tests.test_sprint188_official_landuse_timeseries" name="test_official_landuse_operator_is_packaged_and_readiness_checked" time="0.004" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_kempen_scope_matches_official_28_municipality_policy_region" time="0.005" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_scope_union_preserves_member_identity_and_policy_limitation" time="0.031" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_scope_api_pagination_respects_canonical_limit" time="0.002" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_kempen_scope_operator_is_packaged_and_exposed_in_map_flow" time="0.004" /><testcase classname="tests.test_sprint189_kempen_scope" name="test_project_switches_reset_scoped_state_and_prefer_the_regional_context" time="0.002" /><testcase classname="tests.test_sprint18_change_detection" name="test_change_detection_compares_persisted_vector_features" time="0.003" /><testcase classname="tests.test_sprint18_change_detection" name="test_change_detection_endpoint_returns_canonical_envelope" time="0.009" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_partition_assignment_is_deterministic_and_has_no_cross_member_duplicates" time="0.006" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_interior_buildings_skip_regional_owner_scan" time="0.003" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_building_partition_rejects_missing_official_source_identity" time="0.002" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_combined_artifact_streams_partitions_and_rejects_duplicate_source_ids" time="0.080" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_partition_persistence_batches_rows_and_guards_source_identity" time="0.014" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_storage_service_copies_large_artifacts_without_loading_them_as_upload_bytes" time="0.170" /><testcase classname="tests.test_sprint190_regional_grb_buildings" name="test_regional_operator_is_packaged_documented_and_uses_service_boundaries" time="0.003" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_layer_registry_matches_verified_official_grb_collections" time="0.013" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_layer_selection_accepts_space_and_comma_cli_forms" time="0.008" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_line_owner_uses_intersection_length_and_deterministic_tie_break" time="0.013" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_mixed_water_partition_preserves_dimensions_and_source_identity" time="0.009" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_context_partition_rejects_missing_official_source_identity" time="0.006" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_polygon_partition_assignment_does_not_duplicate_cross_boundary_parcel" time="0.009" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_combined_context_artifact_rejects_duplicate_source_identity" time="0.063" /><testcase classname="tests.test_sprint191_regional_grb_context" name="test_context_operator_is_packaged_and_uses_existing_service_boundary" time="0.002" /><testcase classname="tests.test_sprint192_regional_map_state" name="test_work_area_change_clears_stale_spatial_results_before_switching_area" time="0.002" /><testcase classname="tests.test_sprint192_regional_map_state" name="test_cancelled_selection_requests_cannot_restore_stale_results" time="0.001" /><testcase classname="tests.test_sprint192_regional_map_state" name="test_viewport_status_uses_end_user_map_language" time="0.002" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_national_workspace_is_automatic_and_map_has_one_scope_selector" time="0.003" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_primary_navigation_uses_end_user_language_and_keeps_management_secondary" time="0.001" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_technical_projects_and_metadata_are_progressively_disclosed" time="0.003" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_configured_yolo_and_active_asset_are_selected_without_hiding_limitations" time="0.002" /><testcase classname="tests.test_sprint193_end_user_workbench" name="test_visible_ai_and_quality_labels_are_end_user_facing" time="0.002" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_population_operator_filters_to_the_approved_scope" time="0.004" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_population_operator_resolves_the_persisted_scope_boundary" time="0.022" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_population_operator_resolves_checksum_verified_belgium_boundary" time="0.041" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_coordinator_builds_explicit_population_and_landuse_commands" time="0.006" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_forest_provenance_does_not_claim_one_municipality" time="0.005" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_forest_partition_rasters_merge_without_resolution_loss" time="0.093" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_regional_timeseries_operator_is_packaged_and_release_checked" time="0.002" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_end_user_dataset_sources_are_human_readable" time="0.005" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_full_area_fast_path_requires_matching_area_and_clipped_operator_provenance" time="0.001" /><testcase classname="tests.test_sprint194_regional_timeseries" name="test_full_area_summary_uses_exact_stored_values_without_partial_intersection" time="0.002" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_guided_detection_reuses_canonical_raster_and_detection_apis" time="0.001" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_guided_detection_upload_uses_existing_dataset_persistence_boundary" time="0.001" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_detection_lab_hides_manifest_plumbing_and_exposes_map_first_result_flow" time="0.002" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_detection_qa_remains_persisted_and_primary_not_parallel" time="0.002" /><testcase classname="tests.test_sprint195_guided_detection_workflow" name="test_active_analysis_is_not_presented_as_the_underlying_source_dataset" time="0.002" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_request_is_bounded_and_uses_official_wms_contract" time="0.081" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_training_request_can_use_native_resolution_but_not_oversample_source" time="0.117" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_product_registry_exposes_only_governed_official_layers" time="0.005" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_regional_orthophoto_products_bind_provider_and_governed_scope[wallonia_latest-spw_orthophoto-0-wallonia]" time="0.253" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_regional_orthophoto_products_bind_provider_and_governed_scope[brussels_latest-urbis_orthophoto-Ortho-brussels]" time="0.217" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_request_rejects_unsafe_selection_sizes[64.0-ORTHOPHOTO_SELECTION_TOO_SMALL]" time="0.065" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_request_rejects_unsafe_selection_sizes[1200.0-ORTHOPHOTO_SELECTION_TOO_LARGE]" time="0.053" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_acquisition_persists_georeferenced_raster_and_provenance" time="0.152" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_acquisition_rejects_selection_outside_persisted_area" time="0.091" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_acquisition_reuses_fresh_exact_request_without_provider_call" time="0.112" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_provider_rejects_non_image_response" time="0.004" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_historical_orthophoto_persists_temporal_product_provenance" time="0.148" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_persisted_orthophoto_renders_browser_png" time="0.016" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_endpoint_returns_canonical_job_envelope" time="0.027" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_orthophoto_product_endpoint_returns_canonical_envelope" time="0.013" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_frontend_connects_map_selection_to_existing_detection_and_qa_flows" time="0.003" /><testcase classname="tests.test_sprint196_map_orthophoto_analysis" name="test_unraid_runtime_exposes_bounded_orthophoto_settings" time="0.001" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_detection_review_model_and_migration_are_aligned" time="0.001" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_detection_review_queue_persists_only_valid_operator_decisions" time="0.002" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_detection_review_endpoints_use_canonical_envelopes" time="0.016" /><testcase classname="tests.test_sprint197_accuracy_review_loop" name="test_map_detection_qa_uses_documented_footprint_threshold_and_honest_labels" time="0.003" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_false_negative_validator_exports_only_explicit_confirmed_misses" time="0.002" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_false_negative_validator_fails_closed_for_incomplete_or_invalid_reviews" time="0.002" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_readiness_compiles_false_negative_review_validator" time="0.001" /><testcase classname="tests.test_sprint198_detection_review_completion" name="test_map_explains_strict_and_diagnostic_detection_matching" time="0.001" /><testcase classname="tests.test_sprint199_reviewed_accuracy_expansion" name="test_reviewed_accuracy_expansion_is_training_only_and_holdout_separated" time="0.004" /><testcase classname="tests.test_sprint199_reviewed_accuracy_expansion" name="test_reviewed_accuracy_expansion_centers_are_unique" time="0.003" /><testcase classname="tests.test_sprint19_map_workbench" name="test_geomap_exposes_v1_layer_controls_and_feature_inspection_contract" time="0.001" /><testcase classname="tests.test_sprint19_map_workbench" name="test_app_wires_map_workbench_component" time="0.002" /><testcase classname="tests.test_sprint200_temporal_explorer_handoff" name="test_evolution_mode_falls_back_to_an_available_series" time="0.002" /><testcase classname="tests.test_sprint200_temporal_explorer_handoff" name="test_evolution_theme_catalog_distinguishes_history_from_current_only_data" time="0.003"><failure message="assert 'Boolean(dataset || onDemandProduct)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_evolution_theme_catalog_distinguishes_history_from_current_only_data() -&gt; None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+    
+        assert "analysisMode === 'current'" in workspace
+&gt;       assert "Boolean(dataset || onDemandProduct)" in workspace
+E       assert 'Boolean(dataset || onDemandProduct)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint200_temporal_explorer_handoff.py:25: AssertionError</failure></testcase><testcase classname="tests.test_sprint200_temporal_explorer_handoff" name="test_regional_time_series_remain_real_persisted_sources" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_building_selection_promotes_footprint_area_and_retains_object_count" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_water_selection_reports_surface_length_and_honest_volume_limitation" time="0.002" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_population_keeps_configured_metric_and_adds_sector_count" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_station_measurement_uses_numeric_mean_without_area_extrapolation" time="0.001" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_regional_historical_polygons_do_not_emit_irrelevant_line_metrics" time="0.002" /><testcase classname="tests.test_sprint201_semantic_selection_metrics" name="test_future_regional_imports_persist_semantic_aggregation_configuration" time="0.002" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_ollama_model_catalog_reports_only_installed_models" time="0.004" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_assistant_status_endpoint_uses_canonical_envelope" time="0.011" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rejects_model_that_is_not_installed" time="0.004" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_recognizes_dutch_historical_questions[Hoe evolueerden bevolking en bosoppervlakte?]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_recognizes_dutch_historical_questions[Toon de historische ontwikkeling van water.]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_recognizes_dutch_historical_questions[Welke trend zien we sinds 2013?]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_limits_explicit_cross_domain_question_to_requested_themes" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Hoe evolueerden bevolking en bosoppervlakte?-expected0]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Toon wegen, waterlopen en overstromingen.-expected1]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Welke bodemtypes en landbouwteelten komen voor?-expected2]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Geef bodemdetails en perceeloppervlaktes voor Mol.-expected3]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Vergelijk bevolkingsontwikkeling en voorzieningenniveau.-expected4]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Vat de belangrijkste gebiedsmetingen samen.-None]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_theme_selection_preserves_general_overviews[Welke offici\xeble bronnen zijn beschikbaar?-None]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_discloses_estimated_population_values" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_never_labels_area_weighted_population_as_official_count" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_does_not_add_irrelevant_estimate_disclosure" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[36782.6497-inwoners-36783]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[3638.4167-ha-3638.42]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[31.76431-%-31.76]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rounds_prompt_values_by_semantic_unit[0.680612-score-0.6806]" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_omits_supporting_object_count_from_richer_model_context" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_keeps_object_count_when_it_is_the_only_metric" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_normalizes_model_markdown_for_plain_text_renderer" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_sends_grounded_context_without_thinking_trace" time="0.006" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_geo_assistant_rejects_truncated_ollama_answer" time="0.005" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_unraid_ollama_context_window_is_configurable" time="0.002" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_temporal_comparison_preserves_all_compatible_semantic_metrics" time="0.001" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_landuse_operator_exposes_more_honest_historical_themes" time="0.002" /><testcase classname="tests.test_sprint202_temporal_metrics_and_ollama" name="test_frontend_exposes_source_inventory_timeline_and_ai_window" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_station_discovery_filters_exact_area_and_uses_annual_group" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_annual_values_reject_invalid_sentinel_and_keep_real_zero" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_snapshot_and_series_keep_station_identity_and_honest_metric" time="0.004" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_waterinfo_operator_is_packaged_and_readiness_checked" time="0.002" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_frontend_loads_all_dataset_pages_after_temporal_import_expansion" time="0.001" /><testcase classname="tests.test_sprint203_waterinfo_history" name="test_source_inventory_remains_full_width_after_premium_desktop_rules" time="0.001" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_official_bwk_contract_and_class_labels_are_fixed" time="0.054" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_wfs_pagination_follows_server_next_links" time="0.054" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_wfs_page_limit_without_next_link_uses_controlled_start_index_fallback" time="0.047" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_feature_is_clipped_in_lambert72_and_keeps_bwk_habitat_provenance" time="0.047" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_uncertain_habitat_status_is_not_presented_as_confirmed_habitat" time="0.040" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_nature_value_summary_returns_separate_official_classes_and_habitat_metrics" time="0.046" /><testcase classname="tests.test_sprint204_bwk_natura2000" name="test_operator_is_packaged_readiness_checked_and_wired_to_map" time="0.002" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_only_definitive_2008_through_2025_archives_are_allowed" time="0.049" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_canonical_api_collection_reader_respects_200_item_limit_and_paginates" time="0.042" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_archive_requires_exactly_one_safe_geopackage" time="0.085" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_crop_code_list_preserves_year_specific_titles_and_reports_conflicts" time="0.052" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_persisted_first_import_group_keys_remain_query_compatible" time="0.001" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_features_are_exactly_clipped_in_lambert72_and_keep_source_fields" time="0.054" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_duplicate_annual_source_identity_fails_closed" time="0.050" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_agriculture_summary_returns_grouped_hectares_without_parcel_lineage_claim" time="0.058" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_operator_uses_canonical_upload_and_is_packaged_for_runtime" time="0.004" /><testcase classname="tests.test_sprint205_agricultural_parcel_history" name="test_upload_contract_is_annual_definitive_and_scope_specific" time="0.057" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_registry_is_governed_and_semantically_explicit" time="0.001" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_request_uses_bounded_official_wcs_scaling" time="0.089" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_request_rejects_unsafe_size_and_resolution" time="0.111" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_large_scope_is_bounded_into_mosaicable_wcs_tiles" time="0.147" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_mosaic_harmonizes_only_bounded_wcs_edge_grid_rounding" time="0.051" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_multipart_geotiff_is_extracted_and_invalid_response_fails_closed" time="0.008" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_fetch_sends_explicit_accept_header_required_by_official_wcs" time="0.008" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_acquisition_clips_validates_and_persists_via_dataset_service" time="0.214" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_terrain_analysis_returns_governed_elevation_relief_and_slope" time="0.282" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_partitioned_terrain_analysis_is_exact_across_municipality_boundaries" time="0.138" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_terrain_analysis_rejects_non_dhmv_raster" time="0.056" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_terrain_renderer_returns_browser_png" time="0.044" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_endpoints_use_canonical_envelopes" time="0.384" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_frontend_and_runtime_expose_dhmv_workflow" time="0.009" /><testcase classname="tests.test_sprint205_dhmv_terrain" name="test_dhmv_operator_is_packaged_and_release_checked" time="0.004" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_official_collection_pagination_retains_checksummed_pages" time="0.143" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_buildings_are_clipped_in_lambert72_and_keep_lifecycle_status" time="0.093" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_area_evidence_paths_are_isolated_per_municipality" time="0.100" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_official_unit_relation_and_exact_address_position_are_aggregated_without_labels" time="0.091" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_ambiguous_unit_position_is_reported_and_never_forced" time="0.115" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_grb_reconciliation_distinguishes_exact_and_unmatched_geometry" time="0.078" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_status_and_relation_metrics_use_filtered_server_owned_aggregations" time="0.117" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_filtered_feature_count_and_numeric_relations_validate_as_selection_summary" time="0.101" /><testcase classname="tests.test_sprint206_buildings_addresses_register" name="test_operator_is_canonical_packaged_and_mol_scoped_in_explorer" time="0.005" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_registry_is_complete_and_semantically_honest" time="0.002" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_request_is_bounded_and_rejects_arbitrary_products" time="0.124" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_tiles_stay_below_the_observed_vmm_coverage_limit" time="0.072" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_mosaic_harmonizes_only_bounded_wcs_edge_grid_rounding" time="0.035" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_xml_provider_error_is_exposed_without_losing_the_canonical_error" time="0.001" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_normalization_converts_centimetres_and_clips_zero_values" time="0.118" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_analysis_reports_scenario_metrics_without_claiming_waterbody_volume" time="0.084" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_partitioned_flood_analysis_is_exact_across_municipality_boundaries" time="0.106" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_renderer_returns_transparent_png" time="0.012" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_api_uses_canonical_envelopes" time="0.167" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_geo_assistant_receives_scenario_bound_flood_metrics" time="0.026" /><testcase classname="tests.test_sprint208_vmm_flood_hazard" name="test_flood_hazard_runtime_contract_is_packaged" time="0.005" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_member_boundaries_require_every_approved_municipality" time="0.037" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_partition_retains_exact_source_response_and_clips_to_municipality" time="0.056" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_regional_snapshot_assembles_unique_partition_features" time="0.058" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_upload_contract_is_regional_temporal_and_partition_audited" time="0.019" /><testcase classname="tests.test_sprint209_regional_historical_landuse" name="test_regional_historical_operator_is_packaged_and_release_checked" time="0.003" /><testcase classname="tests.test_sprint20_area_map_overlay" name="test_area_serializer_exposes_geojson_geometry_for_map_overlay" time="0.002" /><testcase classname="tests.test_sprint20_area_map_overlay" name="test_frontend_wires_selected_area_map_overlay_contract" time="0.004" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_partition_retains_gzipped_source_and_applies_member_context" time="0.106" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_snapshot_assembles_unique_partitions_and_metrics" time="0.051" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_upload_contract_is_regional_partitioned_and_canonical" time="0.008" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_regional_operator_is_packaged_release_checked_and_exact_area_is_preferred" time="0.003" /><testcase classname="tests.test_sprint210_regional_bwk_natura2000" name="test_regional_bwk_uses_only_canonical_preclipped_municipality_partitions" time="0.001" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_resolves_products_and_members" time="0.004" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_rejects_unknown_scope_inputs" time="0.003" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_dry_run_uses_canonical_registry" time="0.004" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_calls_acquisition_and_selection" time="0.003" /><testcase classname="tests.test_sprint211_regional_flood_hazards" name="test_regional_flood_operator_is_packaged" time="0.002" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_source_portfolio_covers_the_complete_platform" time="0.001" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_source_inventory_is_compact_honest_and_domain_driven" time="0.001" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_roadmap_prioritizes_cross_domain_profile_before_more_water_layers" time="0.001" /><testcase classname="tests.test_sprint212_platform_source_portfolio" name="test_portfolio_pass_does_not_add_provider_fetch_or_persistence_code" time="0.001" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_registry_contains_governed_policy_products_including_forest_and_agriculture" time="0.001" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_request_is_bounded_allowlisted_and_uses_native_wcs_resolution" time="0.078" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_complete_kempen_scope_fits_the_tiled_thematic_guardrails" time="0.084" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_coverage_scope_only_labels_named_municipality_areas_as_municipality" time="0.001" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_wcs_fetch_retries_an_incomplete_tile_without_accepting_partial_bytes" time="0.004" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_wcs_fetch_fails_closed_after_bounded_incomplete_tile_retries" time="0.005" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_binary_and_normalized_products_fail_closed_on_invalid_values" time="0.002" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_acquisition_clips_validates_and_delegates_persistence" time="0.136" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_binary_area_analysis_returns_hectares_and_share" time="0.127" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_population_analysis_sums_one_hectare_density_cells_without_claiming_current_counts" time="0.104" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_assistant_context_receives_persisted_thematic_metrics" time="0.104" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_assistant_context_skips_unrequested_expensive_themes" time="0.058" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_index_renderer_returns_browser_png" time="0.034" /><testcase classname="tests.test_sprint213_thematic_rasters" name="test_api_uses_canonical_envelopes" time="0.131" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_wfs_pagination_is_bounded_complete_and_deterministic" time="0.084" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_soil_feature_is_exactly_clipped_and_keeps_governed_properties" time="0.100" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_soil_map_uses_existing_semantic_selection_architecture" time="0.001" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_soil_operator_contract_has_no_direct_persistence_and_is_packaged" time="0.005" /><testcase classname="tests.test_sprint214_dov_soil_map" name="test_incomplete_wfs_pagination_fails_closed" time="0.091" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_normalized_regional_features_keep_member_identity_and_unique_ids" time="0.116" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_partition_retains_gzipped_source_and_is_checksum_reusable" time="0.075" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_snapshot_assembles_all_partitions_with_governed_area_metrics" time="0.056" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_upload_contract_is_regional_historical_and_canonical" time="0.013" /><testcase classname="tests.test_sprint217_regional_dov_soil_map" name="test_regional_operator_is_packaged_release_checked_and_keeps_exact_intersections" time="0.002" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_resolves_products_and_members" time="0.006" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_rejects_unknown_scope_inputs" time="0.004" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_dry_run_uses_canonical_registry" time="0.006" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_calls_acquisition_and_selection" time="0.008" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_rejects_missing_water_limitations" time="0.008" /><testcase classname="tests.test_sprint218_regional_dhmv" name="test_regional_dhmv_operator_is_packaged" time="0.003" /><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_partitioned_raster_routes_are_canonical_and_documented" time="0.002" /><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_regional_map_uses_logical_partition_groups_and_exact_analysis" time="0.006"><failure message="assert 'de juiste gemeentelijke rasters worden automatisch gecombineerd' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_regional_map_uses_logical_partition_groups_and_exact_analysis() -&gt; None:
+        app = (ROOT / "frontend/src/App.tsx").read_text(encoding="utf-8")
+        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
+        hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
+        api = (ROOT / "frontend/src/services/api/datasets.ts").read_text(encoding="utf-8")
+    
+        assert "regionalScopeSelected" in workspace
+        assert "rasterPartitionsForDataset" in workspace
+        assert "imageOverlays={activeImageOverlays}" in workspace
+&gt;       assert "de juiste gemeentelijke rasters worden automatisch gecombineerd" in workspace
+E       assert 'de juiste gemeentelijke rasters worden automatisch gecombineerd' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint219_regional_raster_explorer.py:30: AssertionError</failure></testcase><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_maplibre_supports_multiple_persisted_raster_overlays" time="0.001" /><testcase classname="tests.test_sprint219_regional_raster_explorer" name="test_regional_analysis_does_not_create_an_authoritative_mosaic" time="0.001" /><testcase classname="tests.test_sprint21_demo_workflow_smoke" name="test_demo_workflow_browser_smoke_script_checks_connected_v1_state" time="0.001" /><testcase classname="tests.test_sprint21_demo_workflow_smoke" name="test_frontend_demo_action_loads_candidate_dataset_details_for_map_layer" time="0.005" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_distinguishes_snapshot_annual_edition_and_local_sources" time="0.012" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_flags_local_version_and_storage_integrity" time="0.006" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_requires_dataset_version_and_marks_temporal_series" time="0.002" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_rolling_orthophoto_prefers_explicit_current_snapshot_over_historical_observation" time="0.002" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_orthophoto_freshness_prefers_governed_official_edition_over_rolling_marker" time="0.006" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_spatial_partitions_do_not_become_a_false_historical_series" time="0.001" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_route_returns_canonical_envelope" time="0.002" /><testcase classname="tests.test_sprint221_source_freshness_audit" name="test_source_freshness_operator_and_ui_contract_are_read_only" time="0.005" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_reads_real_editions_and_compares_only_compatible_versions" time="0.039" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_isolates_provider_failure" time="0.015" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_rejects_metadata_redirect_outside_allowlist" time="0.016" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_enforces_response_limit_without_reading_external_data" time="0.017" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_revalidates_metadata_host_after_redirect" time="0.012" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_cache_is_explicitly_bypassable" time="0.020" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_can_be_disabled_without_network_access" time="0.006" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_route_returns_canonical_envelope" time="0.007" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_catalog_probe_remains_explicit_and_never_imports_provider_data" time="0.003" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_rejects_release_page_redirect_outside_allowlist" time="0.012" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_rejects_untrusted_download_host" time="0.011" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_degrades_without_current_snapshot_but_keeps_definitive_evidence" time="0.010" /><testcase classname="tests.test_sprint222_source_catalog_probes" name="test_alz_catalog_probe_compares_latest_definitive_year_not_latest_import_order" time="0.010" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_marks_all_older_immutable_snapshots_as_update_available" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows0-catalog0-current]" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows1-catalog1-not_loaded]" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows2-catalog2-remote_unavailable]" time="0.001" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_status_matrix[rows3-catalog3-review_required]" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_rejects_an_unapproved_scope" time="0.001" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_plan_route_uses_the_canonical_envelope" time="0.001" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_operator_requires_exact_edition_and_plan_hash" time="0.004" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_operator_validates_every_staged_artifact_and_partition" time="0.062" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_operator_builds_only_allowlisted_local_subprocess_commands" time="0.006" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_refresh_api_and_frontend_remain_explicit_only" time="0.002" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_map_theme_ranking_prefers_newer_observation_over_feature_count" time="0.003" /><testcase classname="tests.test_sprint223_governed_grb_refresh" name="test_map_workspace_restores_theme_from_selected_dataset" time="0.003" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_selects_latest_population_release_and_redegeo_variant" time="0.003" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_compares_latest_local_year_not_latest_import_order" time="0.009" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_rejects_untrusted_distribution_host" time="0.005" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_requires_new_2025_txt_distribution" time="0.007" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_rejects_conflicting_period_evidence" time="0.003" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_rejects_duplicate_latest_release" time="0.004" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_parser_requires_cc_by_4_license" time="0.004" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_revalidates_catalog_url_after_redirect" time="0.014" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_rejects_noncanonical_configured_catalog_before_network" time="0.006" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_uses_separate_bounded_catalog_limit" time="0.008" /><testcase classname="tests.test_sprint226_statbel_catalog_probe" name="test_statbel_probe_does_not_fetch_catalog_distributions" time="0.009" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_reconciles_spatial_and_unlocated_population" time="0.029" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_supports_the_complete_national_scope" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_accepts_real_archive_member_without_repeated_crs_token" time="0.016" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_national_preflight_rejects_an_unscoped_baseline" time="0.010" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_reports_bounded_topology_repairs" time="0.036" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_accepts_official_slash_geometry_date" time="0.018" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs0-STATBEL_POPULATION_SCHEMA_MISMATCH]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs1-STATBEL_POPULATION_DUPLICATE_SECTOR]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs2-STATBEL_POPULATION_TOTAL_REJECTED]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs3-STATBEL_JOIN_GEOMETRY_MISSING]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_population_contract_breaks[population_kwargs4-STATBEL_ARCHIVE_MEMBER_REJECTED]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs0-STATBEL_GEOMETRY_CRS_REJECTED]" time="0.008" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs1-STATBEL_GEOMETRY_DATE_MISMATCH]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs2-STATBEL_GEOMETRY_DATE_MISMATCH]" time="0.007" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_geometry_contract_breaks[geometry_kwargs3-STATBEL_JOIN_MUNICIPALITY_MISMATCH]" time="0.009" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_rejects_excessive_population_change" time="0.030" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_operator_stages_raw_artifacts_manifest_and_accounted_snapshot" time="0.154" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_population_rows_no_longer_silently_skip_invalid_values" time="0.001" /><testcase classname="tests.test_sprint227_statbel_population_preflight" name="test_preflight_is_packaged_and_release_checked" time="0.002" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_future_release_config_is_strict_and_previous_snapshot_is_discovered" time="0.006" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_population_workspace_pagination_reads_every_dataset" time="0.002" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_population_archive_download_is_bounded_before_streaming" time="0.001" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2026-2025-update_available]" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2025-2025-current]" time="0.003" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2026-None-not_loaded]" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_decision_orders_remote_and_local_editions[2025-2026-blocked_remote_older]" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_operator_commands_separate_staging_from_apply" time="0.005" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_staged_plan_and_review_require_exact_hashes" time="0.127" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_tampered_source_or_review_is_rejected" time="0.159" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_catalog_drift_and_outside_evidence_path_are_rejected" time="0.005" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_apply_flow_requires_approved_review_and_writes_evidence" time="0.105" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_current_release_cannot_be_staged" time="0.005" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_plan_action_is_read_only_for_current_release" time="0.004" /><testcase classname="tests.test_sprint228_statbel_release_management" name="test_release_manager_is_packaged_and_release_checked" time="0.001" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_future_release_config_accepts_only_one_exact_official_edition" time="0.001" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_future_archive_requires_one_selected_year" time="0.001" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_agriculture_workspace_pagination_is_complete_and_total_consistent" time="0.006" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_archive_download_rejects_oversize_before_streaming" time="0.005" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_archive_rejects_extracted_size_over_limit" time="0.018" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2026-v3-2025-definitive-update_available]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2025-v3-2025-definitive-current]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2026-v3-None-not_loaded]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_orders_only_definitive_editions[2025-v3-2026-definitive-blocked_remote_older]" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_decision_keeps_provisional_snapshot_non_importable" time="0.003" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_stage_and_apply_commands_are_separate_and_local_only" time="0.005" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_staged_plan_binds_source_schema_codelist_scope_and_baseline" time="0.090" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_modified_staged_bytes_invalidate_plan" time="0.063" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_plan_and_review_paths_must_remain_governed" time="0.007" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_review_requires_named_approval_and_exact_plan_hash" time="0.031" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_review_tampering_and_catalog_drift_fail_closed" time="0.093" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_catalog_check_timestamp_does_not_create_false_drift" time="0.004" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_current_edition_cannot_stage_or_write_evidence" time="0.005" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_full_apply_requires_review_and_verifies_final_dataset" time="0.091" /><testcase classname="tests.test_sprint229_alz_release_management" name="test_manager_is_packaged_and_never_writes_vector_features_directly" time="0.002" /><testcase classname="tests.test_sprint22_workbench_status_strip" name="test_frontend_wires_v1_workbench_status_strip" time="0.003" /><testcase classname="tests.test_sprint22_workbench_status_strip" name="test_workbench_status_strip_summarizes_existing_v1_loop_only" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_live_contract_shape_blocks_non_comparable_legacy_local_version" time="0.048" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[None-2025.04-not_loaded-True]" time="0.043" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[2025.04-2025.04-current-False]" time="0.058" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[2024.01-2025.04-update_available-True]" time="0.039" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_release_ordering_requires_comparable_official_editions[2026.01-2025.04-blocked_remote_older-False]" time="0.042" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_flight_year_must_match_remote_release_year" time="0.061" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_capabilities_hash_drift_fails_closed" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_flight_day_capability_requirements_fail_closed[\n    &lt;WMS_Capabilities version=&quot;1.3.0&quot; xmlns=&quot;http://www.opengis.net/wms&quot;\n      xmlns:xlink=&quot;http://www.w3.org/1999/xlink&quot;&gt;\n      &lt;Capability&gt;\n        &lt;Request&gt;&lt;GetFeatureInfo&gt;&lt;Format&gt;application/geo+json&lt;/Format&gt;&lt;/GetFeatureInfo&gt;&lt;/Request&gt;\n        &lt;Layer&gt;\n          &lt;CRS&gt;EPSG:31370&lt;/CRS&gt;\n          &lt;BoundingBox CRS=&quot;EPSG:31370&quot; minx=&quot;22000&quot; miny=&quot;150000&quot; maxx=&quot;259000&quot; maxy=&quot;245000&quot; /&gt;\n          &lt;Layer queryable=&quot;0&quot;&gt;&lt;Name&gt;Ortho&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n          &lt;Layer queryable=&quot;0&quot;&gt;&lt;Name&gt;Vliegdagcontour&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n        &lt;/Layer&gt;\n      &lt;/Capability&gt;\n    &lt;/WMS_Capabilities&gt;\n    -not queryable]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_flight_day_capability_requirements_fail_closed[\n    &lt;WMS_Capabilities version=&quot;1.3.0&quot; xmlns=&quot;http://www.opengis.net/wms&quot;\n      xmlns:xlink=&quot;http://www.w3.org/1999/xlink&quot;&gt;\n      &lt;Capability&gt;\n        &lt;Request&gt;&lt;GetFeatureInfo&gt;&lt;Format&gt;text/plain&lt;/Format&gt;&lt;/GetFeatureInfo&gt;&lt;/Request&gt;\n        &lt;Layer&gt;\n          &lt;CRS&gt;EPSG:31370&lt;/CRS&gt;\n          &lt;BoundingBox CRS=&quot;EPSG:31370&quot; minx=&quot;22000&quot; miny=&quot;150000&quot; maxx=&quot;259000&quot; maxy=&quot;245000&quot; /&gt;\n          &lt;Layer queryable=&quot;0&quot;&gt;&lt;Name&gt;Ortho&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n          &lt;Layer queryable=&quot;1&quot;&gt;&lt;Name&gt;Vliegdagcontour&lt;/Name&gt;&lt;MetadataURL&gt;&lt;OnlineResource xlink:href=&quot;https://metadata.vlaanderen.be/srv/dut/csw?request=GetRecordById&amp;amp;service=CSW&amp;amp;id=f5304d6d-0dd4-43fd-a726-427af31e8d61&quot; /&gt;&lt;/MetadataURL&gt;&lt;/Layer&gt;\n        &lt;/Layer&gt;\n      &lt;/Capability&gt;\n    &lt;/WMS_Capabilities&gt;\n    -does not advertise GeoJSON]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_missing_flight_day_coverage_fails_closed" time="0.041" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_coverage_domain_identity_and_resolution_fail_closed[\n    &lt;wcs:CoverageDescriptions xmlns:wcs=&quot;http://www.opengis.net/wcs/2.0&quot;\n      xmlns:gml=&quot;http://www.opengis.net/gml/3.2&quot; xmlns:gmlcov=&quot;http://www.opengis.net/gmlcov/1.0&quot;\n      xmlns:swe=&quot;http://www.opengis.net/swe/2.0&quot;&gt;\n      &lt;wcs:CoverageDescription&gt;\n        &lt;gml:boundedBy&gt;&lt;gml:Envelope srsName=&quot;http://www.opengis.net/def/crs/EPSG/0/31370&quot;&gt;\n          &lt;gml:lowerCorner&gt;21375 152250&lt;/gml:lowerCorner&gt;&lt;gml:upperCorner&gt;259500 244875&lt;/gml:upperCorner&gt;\n        &lt;/gml:Envelope&gt;&lt;/gml:boundedBy&gt;\n        &lt;wcs:CoverageId&gt;Other&lt;/wcs:CoverageId&gt;\n        &lt;gml:domainSet&gt;&lt;gml:RectifiedGrid dimension=&quot;2&quot;&gt;\n          &lt;gml:offsetVector&gt;0.15 0&lt;/gml:offsetVector&gt;&lt;gml:offsetVector&gt;0 -0.15&lt;/gml:offsetVector&gt;\n        &lt;/gml:RectifiedGrid&gt;&lt;/gml:domainSet&gt;\n        &lt;gmlcov:rangeType&gt;&lt;swe:DataRecord&gt;\n          &lt;swe:field name=&quot;Band_1&quot;/&gt;&lt;swe:field name=&quot;Band_2&quot;/&gt;&lt;swe:field name=&quot;Band_3&quot;/&gt;\n        &lt;/swe:DataRecord&gt;&lt;/gmlcov:rangeType&gt;\n        &lt;wcs:ServiceParameters&gt;&lt;wcs:CoverageSubtype&gt;RectifiedGridCoverage&lt;/wcs:CoverageSubtype&gt;\n          &lt;wcs:nativeFormat&gt;image/tiff&lt;/wcs:nativeFormat&gt;&lt;/wcs:ServiceParameters&gt;\n      &lt;/wcs:CoverageDescription&gt;\n    &lt;/wcs:CoverageDescriptions&gt;\n    ]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_coverage_domain_identity_and_resolution_fail_closed[\n    &lt;wcs:CoverageDescriptions xmlns:wcs=&quot;http://www.opengis.net/wcs/2.0&quot;\n      xmlns:gml=&quot;http://www.opengis.net/gml/3.2&quot; xmlns:gmlcov=&quot;http://www.opengis.net/gmlcov/1.0&quot;\n      xmlns:swe=&quot;http://www.opengis.net/swe/2.0&quot;&gt;\n      &lt;wcs:CoverageDescription&gt;\n        &lt;gml:boundedBy&gt;&lt;gml:Envelope srsName=&quot;http://www.opengis.net/def/crs/EPSG/0/31370&quot;&gt;\n          &lt;gml:lowerCorner&gt;21375 152250&lt;/gml:lowerCorner&gt;&lt;gml:upperCorner&gt;259500 244875&lt;/gml:upperCorner&gt;\n        &lt;/gml:Envelope&gt;&lt;/gml:boundedBy&gt;\n        &lt;wcs:CoverageId&gt;Ortho&lt;/wcs:CoverageId&gt;\n        &lt;gml:domainSet&gt;&lt;gml:RectifiedGrid dimension=&quot;2&quot;&gt;\n          &lt;gml:offsetVector&gt;0.25 0&lt;/gml:offsetVector&gt;&lt;gml:offsetVector&gt;0 -0.25&lt;/gml:offsetVector&gt;\n        &lt;/gml:RectifiedGrid&gt;&lt;/gml:domainSet&gt;\n        &lt;gmlcov:rangeType&gt;&lt;swe:DataRecord&gt;\n          &lt;swe:field name=&quot;Band_1&quot;/&gt;&lt;swe:field name=&quot;Band_2&quot;/&gt;&lt;swe:field name=&quot;Band_3&quot;/&gt;\n        &lt;/swe:DataRecord&gt;&lt;/gmlcov:rangeType&gt;\n        &lt;wcs:ServiceParameters&gt;&lt;wcs:CoverageSubtype&gt;RectifiedGridCoverage&lt;/wcs:CoverageSubtype&gt;\n          &lt;wcs:nativeFormat&gt;image/tiff&lt;/wcs:nativeFormat&gt;&lt;/wcs:ServiceParameters&gt;\n      &lt;/wcs:CoverageDescription&gt;\n    &lt;/wcs:CoverageDescriptions&gt;\n    ]" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_product_variant_and_catalog_comparison_are_bound" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_only_exact_official_wms_url_is_allowed" time="0.001" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_bbox_matches_acquisition_bounds_and_grid_is_bounded" time="0.064" /><testcase classname="tests.test_sprint230_orthophoto_release_preflight" name="test_operator_preflight_is_read_only_packaged_and_readiness_checked" time="0.001" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_orthophoto_catalog_prefers_latest_official_edition_over_rolling_marker" time="0.001" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_stage_requires_exact_official_or_explicit_legacy_baseline_confirmation" time="0.003" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_stage_fetches_one_allowlisted_map_and_writes_reviewable_rgb_evidence" time="0.082" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_getmap_redirect_and_response_limits_fail_closed" time="0.008" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_plan_and_artifact_tampering_are_rejected" time="0.100" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_review_requires_named_approval_exact_plan_and_unchanged_preflight" time="0.100" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_approved_upload_uses_canonical_dataset_route_and_complete_provenance" time="0.122" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_apply_target_must_be_loopback_api" time="0.001" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_official_flight_dates_are_persisted_without_inventing_a_catalog_date" time="0.002" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_applied_evidence_is_immutable_on_idempotent_retry" time="0.125" /><testcase classname="tests.test_sprint231_orthophoto_release_management" name="test_release_manager_is_packaged_and_compiled_by_readiness" time="0.002" /><testcase classname="tests.test_sprint232_v1_completion_flow" name="test_theme_overview_names_the_metric_instead_of_showing_a_bare_value" time="0.003" /><testcase classname="tests.test_sprint232_v1_completion_flow" name="test_current_and_historical_results_are_downloadable" time="0.002" /><testcase classname="tests.test_sprint232_v1_completion_flow" name="test_completed_analysis_hands_off_to_ai_and_downloads_responsively" time="0.003" /><testcase classname="tests.test_sprint233_operational_completion" name="test_map_result_export_request_requires_a_complete_target" time="0.001" /><testcase classname="tests.test_sprint233_operational_completion" name="test_current_vector_map_result_uses_authoritative_selection_export" time="0.001" /><testcase classname="tests.test_sprint233_operational_completion" name="test_partitioned_vector_map_result_uses_governed_partition_export" time="0.003" /><testcase classname="tests.test_sprint233_operational_completion" name="test_raster_map_result_is_recomputed_and_persisted" time="0.029" /><testcase classname="tests.test_sprint233_operational_completion" name="test_evolution_map_result_is_recomputed_and_persisted" time="0.031" /><testcase classname="tests.test_sprint233_operational_completion" name="test_map_result_export_endpoint_uses_canonical_envelope" time="0.030" /><testcase classname="tests.test_sprint233_operational_completion" name="test_frontend_persists_map_result_before_opening_downloads" time="0.004" /><testcase classname="tests.test_sprint233_operational_completion" name="test_project_list_supports_exact_canonical_workspace_lookup" time="0.020" /><testcase classname="tests.test_sprint233_operational_completion" name="test_frontend_fetches_canonical_workspace_outside_default_project_page" time="0.006" /><testcase classname="tests.test_sprint233_operational_completion" name="test_theme_failures_name_the_source_and_reason" time="0.003" /><testcase classname="tests.test_sprint233_operational_completion" name="test_workspace_navigation_resets_the_actual_scroll_container" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_quality_scores_have_plain_language_interpretation" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_map_and_detection_workspaces_avoid_page_length_driven_layouts" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_detection_lab_only_receives_operational_imagery_rasters" time="0.002" /><testcase classname="tests.test_sprint233_operational_completion" name="test_download_workspace_surfaces_map_results_in_plain_dutch" time="0.002" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_project_list_defaults_to_active_and_can_request_archived" time="0.016" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_project_update_schema_allows_only_active_or_archived" time="0.001" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_project_update_returns_404_when_project_is_missing" time="0.001" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_allowlist_preserves_real_workspaces" time="0.005" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_plan_selects_active_allowlisted_projects_only" time="0.004" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_script_is_packaged_and_readiness_checked" time="0.002" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_cleanup_script_can_start_as_a_direct_operator_command" time="2.337" /><testcase classname="tests.test_sprint234_project_lifecycle_cleanup" name="test_frontend_lifecycle_and_component_boundaries_are_wired" time="0.004" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_source_registry_is_honest_and_nationally_extensible" time="0.007" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_normalization_exactly_clips_area_and_preserves_evidence" time="0.012" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_acquisition_persists_reference_dataset_through_dataset_service" time="0.010" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_acquisition_rejects_unbounded_feature_volume" time="0.008" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_source_api_uses_canonical_envelope" time="0.017" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_acquisition_route_stays_inside_existing_job_envelope" time="0.025" /><testcase classname="tests.test_sprint235_bathymetry_profiles" name="test_bathymetry_contract_and_expansion_roadmap_are_documented" time="0.004" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_mdk_probe_parses_capabilities_without_enabling_acquisition" time="0.006" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_mdk_probe_reports_tls_failure_and_never_uses_insecure_fallback" time="0.015" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_mdk_readiness_api_uses_canonical_envelope" time="0.032" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_partition_finalization_requires_complete_area_accounting_and_updates_versions" time="0.003" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_partition_selection_uses_latest_complete_manifest_without_duplicates" time="0.001" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_partition_selection_route_uses_exact_municipality_and_canonical_envelope" time="0.061" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_flanders_scope_discovery_uses_complete_unique_vrbg_inventory" time="0.004" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_expansion_scripts_are_packaged_and_readiness_checked" time="0.007" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_exhaustively_pages_regional_area_inventory" time="0.002" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_bounds_large_area_and_dataset_catalogs" time="0.002" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_labels_flanders_scope_without_kempen_mislabeling" time="0.001" /><testcase classname="tests.test_sprint236_bathymetry_expansion" name="test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope" time="0.054"><failure message="assert 'datasetAvailabilityLabel(dataset, partitions)' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope() -&gt; None:
+        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+        index = (ROOT / "frontend" / "index.html").read_text(encoding="utf-8")
+        focus = (
+            ROOT / "frontend" / "src" / "config" / "primaryFocus.ts"
+        ).read_text(encoding="utf-8")
+        map_workspace = (
+            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
+        ).read_text(encoding="utf-8")
+        theme_hook = (
+            ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts"
+        ).read_text(encoding="utf-8")
+        dataset_api = (
+            ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts"
+        ).read_text(encoding="utf-8")
+    
+        assert "isPartitionedBathymetry" in map_workspace
+        assert "regionalPartitionedThemeActive" in map_workspace
+&gt;       assert "datasetAvailabilityLabel(dataset, partitions)" in map_workspace
+E       assert 'datasetAvailabilityLabel(dataset, partitions)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint236_bathymetry_expansion.py:478: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_flanders_workspace_exposes_governed_thematic_products_on_demand" time="0.007"><failure message="assert &quot;'Automatisch'&quot; in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_flanders_workspace_exposes_governed_thematic_products_on_demand() -&gt; None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+        product_hook = read("frontend/src/hooks/useOfficialMapProducts.ts")
+        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
+        api = read("frontend/src/services/api/datasets.ts")
+    
+        assert "activeScopeProject?.name === FLANDERS_WORKSPACE_PROJECT_NAME" in workspace
+        assert "new Map&lt;DataThemeId, OnDemandMapProduct&gt;" in workspace
+&gt;       assert "'Automatisch'" in workspace
+E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint237_flanders_thematic_on_demand.py:19: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_selection_reads_and_bounded_acquires_all_relevant_themes" time="0.006"><failure message="assert 'for (const theme of [activeTheme])' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_selection_reads_and_bounded_acquires_all_relevant_themes() -&gt; None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+        app = read("frontend/src/App.tsx")
+        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
+    
+&gt;       assert "for (const theme of [activeTheme])" in workspace
+E       assert 'for (const theme of [activeTheme])' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint237_flanders_thematic_on_demand.py:37: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_regional_on_demand_sources_require_a_bounded_drawn_selection" time="0.010"><failure message="assert 'regionalRasterThemeActive || regionalOnDemandThemeActive' in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_regional_on_demand_sources_require_a_bounded_drawn_selection() -&gt; None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+    
+        assert "regionalOnDemandThemeActive" in workspace
+&gt;       assert "regionalRasterThemeActive || regionalOnDemandThemeActive" in workspace
+E       assert 'regionalRasterThemeActive || regionalOnDemandThemeActive' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint237_flanders_thematic_on_demand.py:56: AssertionError</failure></testcase><testcase classname="tests.test_sprint237_flanders_thematic_on_demand" name="test_frontend_does_not_contact_external_map_services_directly" time="0.101" /><testcase classname="tests.test_sprint238_flanders_raster_catalogs" name="test_official_map_catalog_hook_loads_all_governed_registries" time="0.001" /><testcase classname="tests.test_sprint238_flanders_raster_catalogs" name="test_map_selection_can_acquire_dhmv_and_flood_hazard_products" time="0.002" /><testcase classname="tests.test_sprint238_flanders_raster_catalogs" name="test_default_flood_hazard_product_exists_in_the_governed_registry" time="0.001" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_registry_exposes_four_governed_products" time="0.001" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_fetch_follows_pagination_clips_geometry_and_preserves_official_identity" time="0.008" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_fetch_rejects_untrusted_pagination_and_unbounded_feature_volume" time="0.012" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_acquisition_rejects_large_scope_before_network_access" time="0.036" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_acquisition_persists_via_dataset_service_with_selection_metrics" time="0.039" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_routes_use_canonical_envelopes_and_existing_job_contract" time="0.028" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_system_capabilities_reports_bounded_grb_integration" time="2.195" /><testcase classname="tests.test_sprint239_bounded_grb_acquisition" name="test_grb_frontend_and_contracts_use_only_the_governed_backend_path" time="0.004"><failure message="assert &quot;'Automatisch'&quot; in &quot;import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n&quot;">def test_grb_frontend_and_contracts_use_only_the_governed_backend_path() -&gt; None:
+        selection_hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
+        catalog_hook = (ROOT / "frontend/src/hooks/useOfficialMapProducts.ts").read_text(encoding="utf-8")
+        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
+        contracts = (ROOT / "docs/API_CONTRACTS.md").read_text(encoding="utf-8")
+    
+        assert "datasetsApi.acquireGrb" in selection_hook
+        assert "datasetsApi.listGrbProducts" in catalog_hook
+        assert "officialMapProducts.grb" in workspace
+        assert "result[product.key] = null" in workspace
+        assert ": onDemandThemeActive\n        ? null\n        : mapFeatureCollection" in workspace
+        assert "onSetContextLayerLabel" in workspace
+&gt;       assert "'Automatisch'" in workspace
+E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.&lt;/p&gt;\n          )}\n        &lt;/div&gt;\n          &lt;/div&gt;\n        &lt;/details&gt;\n      &lt;/div&gt;\n    &lt;/section&gt;\n  )\n}\n"
+
+backend\tests\test_sprint239_bounded_grb_acquisition.py:394: AssertionError</failure></testcase><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_product_registries_expose_honest_forest_agriculture_nature_and_soil" time="0.001" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_land_use_classes_are_converted_to_binary_masks_without_nodata_cast_warning" time="0.069" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_bwk_wfs_pagination_clips_geometry_and_preserves_semantics" time="0.009" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_bwk_rejects_a_non_https_configured_endpoint_before_network_access" time="0.008" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_dov_wfs_uses_stable_complete_pagination_and_historical_fields" time="0.012" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_nature_acquisition_persists_only_through_dataset_service" time="0.009" /><testcase classname="tests.test_sprint240_official_flemish_themes" name="test_official_vector_routes_and_frontend_use_canonical_backend_path" time="0.027" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_bathymetry_analysis_returns_real_bed_elevation_and_surface_metrics" time="0.069" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_bathymetry_analysis_fails_closed_for_metadata_size_and_empty_cells" time="0.092" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_bathymetry_image_and_route_use_persisted_raster_and_canonical_envelope" time="0.105" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_operator_validates_pinned_archive_and_rejects_unsafe_members" time="0.056" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_operator_crops_zip_member_to_valid_cog" time="0.252" /><testcase classname="tests.test_sprint241_spw_bathymetry_raster" name="test_operator_is_api_only_and_does_not_claim_depth_or_volume" time="0.001" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_partition_plan_covers_aoi_without_overlapping_area" time="0.004" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_partition_plan_intersects_irregular_aoi_exactly" time="0.003" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_partition_plan_fails_before_unbounded_fanout" time="0.001" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_executor_retries_only_transient_provider_failures" time="0.001" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_provider_budget_is_automatic_and_override_can_only_be_stricter" time="0.015" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[dhmv-12000000-5.0]" time="0.005" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[flood_hazard-12000000-5.0]" time="0.006" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[spw_terrain-12000000-5.0]" time="0.005" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[thematic_raster-30000000-10.0]" time="0.006" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_raster_provider_budget_never_exceeds_decoded_pixel_limit[walous-36000000-10.0]" time="0.007" /><testcase classname="tests.test_sprint242_aoi_orchestration" name="test_migration_and_api_are_registered" time="0.002" /><testcase classname="tests.test_sprint242_municipality_activation" name="test_municipality_service_matches_all_official_names_and_nis" time="0.002" /><testcase classname="tests.test_sprint242_municipality_activation" name="test_municipality_search_uses_authoritative_catalog" time="0.227" /><testcase classname="tests.test_sprint242_municipality_activation" name="test_municipality_activation_returns_persisted_area" time="0.209" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_candidate_selection_keeps_newest_exports" time="0.008" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_candidate_selection_rejects_negative_keep_latest" time="0.005" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_can_filter_candidates_by_export_type" time="0.004" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_path_safety_requires_storage_root_containment" time="0.012" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_script_defaults_to_explicit_demo_project" time="0.004" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_script_accepts_max_delete_and_repeated_export_type" time="0.005" /><testcase classname="tests.test_sprint24_cleanup_demo_artifacts" name="test_cleanup_script_reports_dry_run_candidates_separately" time="0.002" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_app_uses_detection_and_segmentation_workflow_hooks" time="0.001" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_detection_workflow_hook_owns_detection_api_calls" time="0.001" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_segmentation_workflow_hook_owns_segmentation_api_calls" time="0.001" /><testcase classname="tests.test_sprint26_frontend_workflow_hooks" name="test_app_still_wires_detection_and_segmentation_panels" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_app_uses_export_and_quality_workflow_hooks" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_export_workflow_hook_owns_export_api_calls" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_quality_workflow_hook_owns_quality_api_calls" time="0.001" /><testcase classname="tests.test_sprint27_frontend_workflow_hooks" name="test_app_still_wires_quality_results_and_export_center" time="0.001" /><testcase classname="tests.test_sprint28_dataset_workflow_hook" name="test_app_uses_dataset_workflow_hook" time="0.001" /><testcase classname="tests.test_sprint28_dataset_workflow_hook" name="test_dataset_workflow_hook_owns_dataset_api_calls" time="0.001" /><testcase classname="tests.test_sprint28_dataset_workflow_hook" name="test_app_still_wires_dataset_ui_callbacks" time="0.002" /><testcase classname="tests.test_sprint29_dataset_components" name="test_app_uses_dataset_presentational_components" time="0.002" /><testcase classname="tests.test_sprint29_dataset_components" name="test_dataset_panel_owns_upload_and_list_markup" time="0.001" /><testcase classname="tests.test_sprint29_dataset_components" name="test_dataset_detail_panel_composes_raster_and_vector_controls" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_app_uses_quality_and_map_presentational_components" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_map_workspace_lives_in_task_based_workbench_shell" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_quality_results_panel_owns_persisted_quality_check_markup" time="0.001" /><testcase classname="tests.test_sprint30_workbench_components" name="test_map_workspace_owns_map_controls_and_feature_inspector_markup" time="0.005" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_template_documents_editable_runtime_settings" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_env_template_matches_single_container_compose_variables" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_template_exposes_every_operator_owned_runtime_setting" time="0.002" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_readme_explains_port_changes_and_safe_cleanup" time="0.002" /><testcase classname="tests.test_sprint31_unraid_template" name="test_unraid_all_in_one_runtime_starts_embedded_postgis_backend_and_nginx" time="0.002" /><testcase classname="tests.test_sprint31_unraid_template" name="test_tower_deploy_uses_single_container_unraid_compose" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_tower_deploy_build_uses_remote_env_ai_setting_by_default" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_powershell_tower_deploy_streams_remote_script_to_bash" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_live_migration_smoke_supports_dockerman_native_container" time="0.001" /><testcase classname="tests.test_sprint31_unraid_template" name="test_frontend_and_unraid_icon_assets_are_present" time="0.016" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_app_uses_shared_orchestration_hooks" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_app_entrypoint_has_clean_encoding_and_react_imports" time="0.001"><failure message="assert 3 == 1&#10; +  where 3 = &lt;built-in method count of str object at 0x000001FED98D8C30&gt;('useEffect(')&#10; +    where &lt;built-in method count of str object at 0x000001FED98D8C30&gt; = &quot;import { useEffect, useMemo, useRef, useState } from 'react'\nimport { CircleAlert, LogOut, ShieldCheck, UserRound } ...ator' : 'open')}\n      loggingOut={loggingOut}\n      onLogout={handleLogout}\n    /&gt;\n  )\n}\n\nexport default App\n&quot;.count">def test_app_entrypoint_has_clean_encoding_and_react_imports() -&gt; None:
+        app_path = ROOT / "frontend" / "src" / "App.tsx"
+        app_bytes = app_path.read_bytes()
+        app = app_path.read_text(encoding="utf-8")
+    
+        assert not app_bytes.startswith(b"\xef\xbb\xbf")
+        assert "import { useEffect, useMemo, useRef, useState } from 'react'" in app
+        assert "FormEvent" not in app
+&gt;       assert app.count("useEffect(") == 1
+E       assert 3 == 1
+E        +  where 3 = &lt;built-in method count of str object at 0x000001FED98D8C30&gt;('useEffect(')
+E        +    where &lt;built-in method count of str object at 0x000001FED98D8C30&gt; = "import { useEffect, useMemo, useRef, useState } from 'react'\nimport { CircleAlert, LogOut, ShieldCheck, UserRound } ...ator' : 'open')}\n      loggingOut={loggingOut}\n      onLogout={handleLogout}\n    /&gt;\n  )\n}\n\nexport default App\n".count
+
 backend\tests\test_sprint39_frontend_orchestration_hooks.py:40: AssertionError</failure></testcase><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_demo_workflow_hook_owns_demo_api_and_cross_module_selection" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_workbench_bootstrap_hook_owns_entrypoint_effects" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_project_workspace_hook_owns_project_area_dataset_loading" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_provider_capabilities_hook_owns_provider_api_calls" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_change_detection_hook_owns_change_detection_api_calls" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_map_workspace_state_hook_owns_derived_map_state" time="0.001" /><testcase classname="tests.test_sprint39_frontend_orchestration_hooks" name="test_area_selection_fallbacks_live_with_owning_hooks" time="0.001" /><testcase classname="tests.test_sprint47_workbench_interaction_smoke" name="test_workbench_components_expose_stable_interaction_test_ids" time="0.003" /><testcase classname="tests.test_sprint47_workbench_interaction_smoke" name="test_readiness_gate_checks_workbench_interaction_smoke_script_syntax" time="0.001" /><testcase classname="tests.test_sprint47_workbench_interaction_smoke" name="test_workbench_interaction_script_verifies_core_control_backing_state" time="0.001" /><testcase classname="tests.test_sprint48_api_contract_audit" name="test_readiness_gate_runs_api_contract_audit" time="0.001" /><testcase classname="tests.test_sprint48_api_contract_audit" name="test_api_contract_audit_checks_openapi_against_docs" time="0.001" /><testcase classname="tests.test_sprint48_api_contract_audit" name="test_api_contract_docs_include_current_implemented_route_surface" time="0.001" /><testcase classname="tests.test_sprint49_workbench_shell_refactor" name="test_app_uses_task_based_workbench_shell" time="0.002" /><testcase classname="tests.test_sprint49_workbench_shell_refactor" name="test_workbench_shell_css_provides_navigation_main_and_inspector_regions" time="0.002" /><testcase classname="tests.test_sprint50_workspace_usability_polish" name="test_data_workspace_panels_use_operator_friendly_cards_and_forms" time="0.002" /><testcase classname="tests.test_sprint50_workspace_usability_polish" name="test_map_and_ai_workspaces_use_task_blocks_not_raw_stacks" time="0.003" /><testcase classname="tests.test_sprint51_quality_export_polish" name="test_quality_panel_uses_workbench_summary_and_cards" time="0.001" /><testcase classname="tests.test_sprint51_quality_export_polish" name="test_export_center_uses_artifact_actions_and_cards" time="0.002" /><testcase classname="tests.test_sprint52_workbench_inspector_tabs" name="test_app_wires_tabbed_workbench_inspector" time="0.001" /><testcase classname="tests.test_sprint52_workbench_inspector_tabs" name="test_workbench_inspector_exposes_context_dataset_quality_and_ai_tabs" time="0.001" /><testcase classname="tests.test_sprint52_workbench_inspector_tabs" name="test_dataset_detail_props_remain_exported_for_inspector_reuse" time="0.001" /><testcase classname="tests.test_sprint53_selection_ergonomics" name="test_dataset_panel_exposes_map_and_export_quick_actions" time="0.001" /><testcase classname="tests.test_sprint53_selection_ergonomics" name="test_data_workspace_keeps_catalog_wide_enough_for_populated_state" time="0.001" /><testcase classname="tests.test_sprint53_selection_ergonomics" name="test_shell_preserves_workspace_width_on_standard_desktop_viewports" time="0.003" /><testcase classname="tests.test_sprint53_selection_ergonomics" name="test_app_wires_dataset_quick_actions_to_existing_workspaces" time="0.001" /><testcase classname="tests.test_sprint53_selection_ergonomics" name="test_inspector_exposes_navigation_actions_without_api_calls" time="0.001" /><testcase classname="tests.test_sprint62_frontend_visual_polish" name="test_frontend_shell_has_atlas_workbench_contracts" time="0.002" /><testcase classname="tests.test_sprint62_frontend_visual_polish" name="test_primary_panels_use_empty_state_components" time="0.002" /><testcase classname="tests.test_sprint63_map_overlay_ergonomics" name="test_map_workspace_exposes_layer_provenance_and_feature_summary" time="0.005" /><testcase classname="tests.test_sprint63_map_overlay_ergonomics" name="test_map_workspace_has_clear_empty_result_layer_guidance" time="0.002" /><testcase classname="tests.test_sprint64_export_handoff_polish" name="test_export_center_surfaces_handoff_readiness_context" time="0.001" /><testcase classname="tests.test_sprint64_export_handoff_polish" name="test_export_handoff_polish_has_responsive_styles" time="0.001" /><testcase classname="tests.test_sprint65_project_report_polish" name="test_project_report_html_uses_handoff_layout_and_print_styles" time="0.001" /><testcase classname="tests.test_sprint65_project_report_polish" name="test_project_report_html_escapes_table_values_in_polished_layout" time="0.001" /><testcase classname="tests.test_sprint66_live_workspace_smoke_polish" name="test_export_handoff_cards_use_width_aware_grid" time="0.001" /><testcase classname="tests.test_sprint66_live_workspace_smoke_polish" name="test_live_workspace_smoke_artifacts_are_documented" time="0.009" /><testcase classname="tests.test_sprint67_map_empty_state_quick_actions" name="test_map_empty_state_surfaces_ready_vector_dataset_actions" time="0.003" /><testcase classname="tests.test_sprint67_map_empty_state_quick_actions" name="test_app_passes_available_vector_datasets_to_map_workspace" time="0.001" /><testcase classname="tests.test_sprint67_map_empty_state_quick_actions" name="test_map_empty_action_grid_has_responsive_styles" time="0.001" /><testcase classname="tests.test_sprint68_dataset_catalog_density" name="test_dataset_panel_surfaces_role_summary_and_badges" time="0.002" /><testcase classname="tests.test_sprint68_dataset_catalog_density" name="test_dataset_cards_expose_scan_friendly_source_and_crs_context" time="0.002" /><testcase classname="tests.test_sprint68_dataset_catalog_density" name="test_dataset_catalog_density_styles_are_responsive" time="0.001" /><testcase classname="tests.test_sprint69_dataset_action_polish" name="test_dataset_panel_explains_recommended_actions" time="0.001" /><testcase classname="tests.test_sprint69_dataset_action_polish" name="test_dataset_buttons_have_scan_friendly_action_copy" time="0.002" /><testcase classname="tests.test_sprint69_dataset_action_polish" name="test_dataset_action_styles_keep_buttons_dense_and_responsive" time="0.001" /><testcase classname="tests.test_sprint70_quality_handoff_polish" name="test_quality_panel_accepts_dataset_context_without_fetching" time="0.001" /><testcase classname="tests.test_sprint70_quality_handoff_polish" name="test_quality_panel_surfaces_candidate_reference_handoff_summary" time="0.001" /><testcase classname="tests.test_sprint70_quality_handoff_polish" name="test_app_passes_quality_dataset_context" time="0.001" /><testcase classname="tests.test_sprint70_quality_handoff_polish" name="test_quality_handoff_styles_are_responsive" time="0.001" /><testcase classname="tests.test_sprint71_quality_metric_polish" name="test_quality_panel_promotes_core_metrics_before_raw_metric_list" time="0.001" /><testcase classname="tests.test_sprint71_quality_metric_polish" name="test_quality_panel_renders_metric_evidence_cards_and_raw_metrics" time="0.001" /><testcase classname="tests.test_sprint71_quality_metric_polish" name="test_quality_metric_styles_are_dense_and_responsive" time="0.002" /><testcase classname="tests.test_sprint72_mobile_overflow_hardening" name="test_mobile_overflow_hardening_css_contracts" time="0.001" /><testcase classname="tests.test_sprint72_mobile_overflow_hardening" name="test_long_identifier_wrapping_contracts" time="0.001" /><testcase classname="tests.test_sprint73_quality_result_filtering" name="test_quality_panel_adds_result_filters_and_density_limit" time="0.001" /><testcase classname="tests.test_sprint73_quality_result_filtering" name="test_quality_filter_styles_reuse_dense_history_patterns" time="0.001" /><testcase classname="tests.test_sprint74_data_map_mobile_polish" name="test_data_and_map_mobile_polish_css_contracts" time="0.001" /><testcase classname="tests.test_sprint74_data_map_mobile_polish" name="test_data_and_map_components_keep_existing_workflow_markup" time="0.002" /><testcase classname="tests.test_sprint75_ai_labs_mobile_polish" name="test_ai_labs_mobile_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint75_ai_labs_mobile_polish" name="test_detection_and_segmentation_keep_ai_lab_workflow_markup" time="0.002" /><testcase classname="tests.test_sprint76_export_system_mobile_polish" name="test_export_and_system_mobile_density_css_contracts" time="0.002" /><testcase classname="tests.test_sprint76_export_system_mobile_polish" name="test_export_and_provider_components_keep_workflow_markup" time="0.002" /><testcase classname="tests.test_sprint77_inspector_mobile_polish" name="test_inspector_mobile_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint77_inspector_mobile_polish" name="test_inspector_components_keep_mobile_tool_markup" time="0.002" /><testcase classname="tests.test_sprint78_export_preview_readability" name="test_export_preview_readability_css_contracts" time="0.001" /><testcase classname="tests.test_sprint78_export_preview_readability" name="test_export_preview_component_exposes_summary_and_scroll_shell" time="0.001" /><testcase classname="tests.test_sprint79_accessibility_focus_polish" name="test_global_focus_visible_contracts_are_defined" time="0.001" /><testcase classname="tests.test_sprint79_accessibility_focus_polish" name="test_primary_navigation_has_keyboard_labels" time="0.001" /><testcase classname="tests.test_sprint79_accessibility_focus_polish" name="test_inspector_tabs_are_bound_to_tab_panels" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_vector_feature_service_persists_geojson_features_with_properties" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_vector_feature_service_normalizes_source_z_coordinates_to_canonical_2d" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_dataset_upload_persists_vector_features" time="0.014" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_dataset_upload_rolls_back_dataset_and_file_when_vector_indexing_fails" time="0.007" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_quality_service_persists_quality_check_and_metrics" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_dataset_role_validation_accepts_only_source_derived_reference" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_provider_capabilities_expose_sprint7a_contract" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_sprint7a_migration_declares_foundation_tables_and_indexes" time="0.001" /><testcase classname="tests.test_sprint7a_persistence_foundation" name="test_qa_route_persists_quality_check_domain_record" time="0.001" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_provider_registry_lists_sprint7b_providers" time="0.001" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_provider_capabilities_include_required_metadata" time="0.001" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_provider_to_dataset_mapping_is_enforced" time="0.001" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_grb_import_contract_requires_bounded_request_and_osm_remains_not_configured" time="0.000" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_manual_fixture_import_contract_points_to_existing_flows" time="0.000" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_provider_api_envelopes_and_invalid_provider" time="0.023" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_provider_import_api_points_grb_to_governed_bounded_endpoint" time="0.007" /><testcase classname="tests.test_sprint7b_provider_registry" name="test_live_migration_smoke_script_exists" time="0.001" /><testcase classname="tests.test_sprint80_operation_form_readability" name="test_dataset_operation_form_css_contracts" time="0.001" /><testcase classname="tests.test_sprint80_operation_form_readability" name="test_raster_controls_expose_readable_operation_groups" time="0.001" /><testcase classname="tests.test_sprint80_operation_form_readability" name="test_vector_controls_expose_readable_operation_groups" time="0.001" /><testcase classname="tests.test_sprint81_result_state_polish" name="test_result_state_css_contracts" time="0.001" /><testcase classname="tests.test_sprint81_result_state_polish" name="test_quality_and_export_panels_use_result_state_blocks" time="0.001" /><testcase classname="tests.test_sprint81_result_state_polish" name="test_ai_labs_use_result_state_blocks" time="0.001" /><testcase classname="tests.test_sprint82_shell_density_polish" name="test_workbench_shell_has_skip_link_and_main_focus_target" time="0.001" /><testcase classname="tests.test_sprint82_shell_density_polish" name="test_mobile_shell_density_contracts_are_defined" time="0.001" /><testcase classname="tests.test_sprint82_shell_density_polish" name="test_small_screen_navigation_keeps_labels_readable" time="0.001" /><testcase classname="tests.test_sprint83_workspace_panel_hierarchy" name="test_overview_uses_named_hierarchy_regions" time="0.001" /><testcase classname="tests.test_sprint83_workspace_panel_hierarchy" name="test_status_strip_has_compact_section_surface_contracts" time="0.001" /><testcase classname="tests.test_sprint83_workspace_panel_hierarchy" name="test_overview_action_callout_is_visually_secondary" time="0.001" /><testcase classname="tests.test_sprint84_data_workspace_density" name="test_project_and_area_panels_expose_selected_summary_regions" time="0.001" /><testcase classname="tests.test_sprint84_data_workspace_density" name="test_dataset_panel_separates_selected_upload_and_catalog_regions" time="0.001" /><testcase classname="tests.test_sprint84_data_workspace_density" name="test_data_workspace_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint85_map_workspace_density" name="test_map_workspace_exposes_structured_surfaces" time="0.002" /><testcase classname="tests.test_sprint85_map_workspace_density" name="test_map_workspace_summary_uses_current_layer_and_selection_state" time="0.002" /><testcase classname="tests.test_sprint85_map_workspace_density" name="test_map_workspace_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint85_map_workspace_density" name="test_map_workspace_mobile_controls_remain_compact" time="0.001" /><testcase classname="tests.test_sprint86_quality_workspace_density" name="test_quality_results_panel_exposes_structured_surfaces" time="0.001" /><testcase classname="tests.test_sprint86_quality_workspace_density" name="test_quality_results_panel_preserves_existing_refresh_filter_and_history_state" time="0.001" /><testcase classname="tests.test_sprint86_quality_workspace_density" name="test_quality_workspace_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint87_change_detection_density" name="test_change_detection_panel_exposes_structured_surfaces" time="0.001" /><testcase classname="tests.test_sprint87_change_detection_density" name="test_change_detection_panel_preserves_existing_compare_controls" time="0.001" /><testcase classname="tests.test_sprint87_change_detection_density" name="test_change_detection_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint88_ai_lab_density" name="test_detection_lab_exposes_structured_surfaces" time="0.001" /><testcase classname="tests.test_sprint88_ai_lab_density" name="test_segmentation_lab_exposes_structured_surfaces" time="0.001" /><testcase classname="tests.test_sprint88_ai_lab_density" name="test_ai_lab_preserves_existing_detection_and_segmentation_controls" time="0.002" /><testcase classname="tests.test_sprint88_ai_lab_density" name="test_ai_lab_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint89_export_system_density" name="test_export_center_exposes_final_handoff_surfaces" time="0.001" /><testcase classname="tests.test_sprint89_export_system_density" name="test_provider_panel_exposes_final_system_surfaces" time="0.001" /><testcase classname="tests.test_sprint89_export_system_density" name="test_export_system_preserves_existing_workflow_controls" time="0.002" /><testcase classname="tests.test_sprint89_export_system_density" name="test_export_system_density_css_contracts" time="0.001" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_model_registry_returns_detection_placeholders" time="0.006" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_unavailable_detector_creates_failed_run_and_job_without_detections" time="0.006" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_non_raster_dataset_request_is_rejected" time="0.006" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_historical_raster_marked_unsupported_is_rejected_before_run_creation" time="0.004" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_fixture_detector_persists_detections_only_with_explicit_fixture_mode" time="0.010" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_detection_models_api_uses_envelope" time="0.010" /><testcase classname="tests.test_sprint8_detection_foundation" name="test_sprint8_migration_declares_detection_foundation" time="0.001" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_configured_model_reports_not_configured_when_disabled" time="0.007" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_configured_model_reports_dependency_unavailable" time="0.008" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_configured_model_reports_configured_with_local_model_and_dependencies" time="0.008" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_dependency_check_uses_real_imports_not_find_spec" time="0.001" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_runtime_fails_closed_when_cuda_is_required_but_unavailable" time="0.008" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_runtime_rejects_cpu_device_when_cuda_is_required" time="0.008" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_validation_scope_requires_persisted_validated_area" time="0.009" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_validation_scope_accepts_bound_mol_area" time="0.009" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_run_requires_tile_manifest_path" time="0.009" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_run_rejects_manifest_over_tile_limit" time="0.034" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_run_rejects_missing_tile_manifest_file" time="0.011" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_run_rejects_invalid_tile_manifest_json" time="0.022" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_pixel_bbox_to_epsg4326_polygon_from_gdal_transform" time="0.001" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_run_persists_mocked_georeferenced_detections" time="0.024" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_class_filter_is_case_insensitive_and_persists_canonical_class" time="0.024" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_run_suppresses_cross_tile_duplicate_detections" time="0.024" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_adapter_converts_single_band_tiles_to_rgb_before_prediction" time="0.209" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_adapter_uses_configured_max_detections" time="0.018" /><testcase classname="tests.test_sprint8b_yolo_foundation" name="test_yolo_adapter_wraps_prediction_runtime_errors" time="0.016" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_geojson_feature_collection_shape" time="0.001" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_list_filters_by_dataset_class_and_confidence" time="0.004" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_detail_returns_one_detection" time="0.001" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_models_api_envelope_still_canonical" time="0.012" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_geojson_api_uses_canonical_envelope" time="0.008" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_qa_persists_quality_check_and_metrics" time="0.007" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_qa_rejects_non_overlapping_historical_reference_editions" time="0.001" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_qa_no_match_case_persists_zero_scores" time="0.006" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_configured_yolo_qa_requires_persisted_tile_manifest_provenance" time="0.005" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_qa_excludes_references_outside_persisted_tile_coverage" time="0.022" /><testcase classname="tests.test_sprint8c_detection_visualization_qa" name="test_detection_qa_reports_box_to_footprint_diagnostic_without_changing_strict_metrics" time="0.021" /><testcase classname="tests.test_sprint90_workflow_guidance" name="test_overview_exposes_end_to_end_workflow_guidance" time="0.001" /><testcase classname="tests.test_sprint90_workflow_guidance" name="test_workflow_guidance_routes_to_existing_workspaces" time="0.001" /><testcase classname="tests.test_sprint90_workflow_guidance" name="test_workflow_guidance_has_responsive_contracts" time="0.001" /><testcase classname="tests.test_sprint90_workflow_guidance" name="test_workflow_guidance_complete_state_and_map_copy_are_precise" time="0.001" /><testcase classname="tests.test_sprint90_workflow_guidance" name="test_workflow_guidance_map_and_export_steps_reuse_dataset_context" time="0.001" /><testcase classname="tests.test_sprint93_export_handoff_completion" name="test_export_center_groups_latest_handoff_artifacts_by_type" time="0.001" /><testcase classname="tests.test_sprint93_export_handoff_completion" name="test_export_center_latest_artifact_cards_keep_existing_actions" time="0.001" /><testcase classname="tests.test_sprint93_export_handoff_completion" name="test_export_center_latest_artifact_styles_are_responsive" time="0.001" /><testcase classname="tests.test_sprint94_quality_drilldown" name="test_quality_results_panel_exposes_selected_check_drilldown" time="0.001" /><testcase classname="tests.test_sprint94_quality_drilldown" name="test_quality_results_panel_surfaces_false_positive_negative_evidence" time="0.001" /><testcase classname="tests.test_sprint94_quality_drilldown" name="test_quality_drilldown_styles_are_responsive" time="0.001" /><testcase classname="tests.test_sprint95_raster_pipeline_hardening" name="test_raster_controls_expose_pipeline_readiness_and_handoff" time="0.001" /><testcase classname="tests.test_sprint95_raster_pipeline_hardening" name="test_raster_pipeline_readiness_css_contracts" time="0.001" /><testcase classname="tests.test_sprint96_useful_default_context" name="test_dataset_workflow_selects_useful_default_dataset_after_project_load" time="0.001" /><testcase classname="tests.test_sprint96_useful_default_context" name="test_ai_labs_explain_missing_raster_input_before_disabled_runs" time="0.001" /><testcase classname="tests.test_sprint97_demo_raster_fixture" name="test_demo_workflow_contract_includes_raster_fixture_dataset" time="0.001" /><testcase classname="tests.test_sprint97_demo_raster_fixture" name="test_demo_workflow_frontend_uses_raster_fixture_for_ai_labs" time="0.002" /><testcase classname="tests.test_sprint98_raster_workflow_smoke" name="test_demo_raster_workflow_smoke_is_registered_and_checks_core_raster_path" time="0.001" /><testcase classname="tests.test_sprint99_raster_ui_handoff" name="test_raster_tile_manifest_is_visible_and_can_handoff_to_detection_lab" time="0.003" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_model_registry_returns_segmentation_states" time="0.004" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_unavailable_segmentation_model_creates_failed_run_without_segmentations" time="0.004" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_fixture_segmenter_requires_explicit_mode_and_persists_segmentations" time="0.009" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_non_raster_dataset_request_is_rejected" time="0.004" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_invalid_empty_fixture_geometry_is_rejected" time="0.005" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_segmentation_geojson_feature_collection_shape_and_provenance" time="0.003" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_segmentation_qa_persists_quality_check_and_metrics" time="0.002" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_segmentation_qa_no_match_case_persists_zero_scores" time="0.002" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_segmentation_models_api_uses_envelope" time="0.016" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_segmentation_geojson_api_uses_canonical_envelope" time="0.016" /><testcase classname="tests.test_sprint9_segmentation_foundation" name="test_sprint9_migration_declares_segmentation_foundation" time="0.003" /><testcase classname="tests.test_spw_terrain_service" name="test_spw_terrain_registry_reports_real_source_state" time="0.074" /><testcase classname="tests.test_spw_terrain_service" name="test_spw_terrain_acquisition_persists_bounded_dng_raster_and_provenance" time="0.093" /><testcase classname="tests.test_spw_terrain_service" name="test_terrain_analysis_preserves_spw_vertical_datum_and_limitations" time="0.081" /><testcase classname="tests.test_spw_terrain_service" name="test_spw_terrain_routes_use_canonical_envelopes" time="0.023" /><testcase classname="tests.test_storage_service" name="test_persist_dataset_file_records_metadata" time="0.018" /><testcase classname="tests.test_training_loop_supervisor" name="test_loop_status_is_fail_closed_and_recognises_completion" time="0.025" /><testcase classname="tests.test_training_loop_supervisor" name="test_process_detection_requires_exact_marker" time="0.001" /><testcase classname="tests.test_training_loop_supervisor" name="test_write_state_creates_output_directory_atomically" time="0.046" /><testcase classname="tests.test_vector_operations_service" name="test_vector_inspect_extracts_feature_count_and_bbox" time="0.024" /><testcase classname="tests.test_vector_operations_service" name="test_vector_bbox_and_stats_share_summary" time="0.016" /><testcase classname="tests.test_vector_operations_service" name="test_vector_intersect_creates_derived_dataset" time="0.024" /><testcase classname="tests.test_vector_operations_service" name="test_vector_operations_reject_invalid_geometry" time="0.015" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_registry_reports_real_provisioning_state" time="0.024" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_provisioner_accepts_official_non_contiguous_class_codes" time="0.033" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_2018_registry_and_provisioner_accept_official_stacked_classes" time="0.052" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_2018_acquisition_normalizes_stacked_classes_with_explicit_provenance" time="0.064" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_acquisition_reads_real_classes_and_persists_provenance" time="0.097" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_acquisition_accepts_official_signed_int8_nodata" time="0.075" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_analysis_returns_semantic_area_metrics" time="0.081" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_render_png_uses_governed_class_colours" time="0.030" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_temporal_comparison_reuses_persisted_raster_metrics" time="0.002" /><testcase classname="tests.test_walous_land_cover_service" name="test_walous_api_routes_use_canonical_envelopes" time="0.053" /><testcase classname="tests.test_yolo_training_supervisor" name="test_training_active_requires_yolo_train_and_exact_marker" time="0.001" /><testcase classname="tests.test_yolo_training_supervisor" name="test_container_running_fails_closed_on_inspect_error" time="0.001" /><testcase classname="tests.test_yolo_training_supervisor" name="test_completion_command_requires_non_empty_string_list" time="0.021" /><testcase classname="tests.test_yolo_training_supervisor" name="test_completion_command_preserves_exact_argv_without_shell_parsing" time="0.034" /></testsuite></testsuites>
\ No newline at end of file
diff --git a/artifacts/evidence/accuracy/P1/backend-full-suite.txt b/artifacts/evidence/accuracy/P1/backend-full-suite.txt
index 473e3008..a85b2336 100644
--- a/artifacts/evidence/accuracy/P1/backend-full-suite.txt
+++ b/artifacts/evidence/accuracy/P1/backend-full-suite.txt
@@ -1,325 +1,325 @@
-command=python -m pytest backend/tests -q -p no:cacheprovider -W error::DeprecationWarning --junitxml=artifacts/evidence/accuracy/P1/backend-full-suite.junit.xml
-exit_code=1
-captured_at=2026-08-01T18:32:02.4460806+02:00
-
-........................................................................ [  6%]
-........................................................................ [ 12%]
-.........................................F..........F..................F [ 18%]
-..................F..................................................... [ 24%]
-.........F.............................................................. [ 30%]
-........................................................................ [ 36%]
-.....F.F.......................................FF....................... [ 42%]
-........................................................................ [ 48%]
-..F..................................................................... [ 54%]
-........................................................................ [ 60%]
-.......F................................................................ [ 66%]
-........................................................................ [ 72%]
-........................................FFFF...........F................ [ 78%]
-...............................................F........................ [ 84%]
-........................................................................ [ 90%]
-........................................................................ [ 96%]
-.............................................                            [100%]
-================================== FAILURES ===================================
-_ test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox _
-
-    def test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox() -> None:
-        root = Path(__file__).parents[2]
-        focus = (root / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(encoding="utf-8")
-        workspace_hook = (root / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(encoding="utf-8")
-        coverage_hook = (root / "frontend" / "src" / "hooks" / "useCoverageResolver.ts").read_text(encoding="utf-8")
-        map_workspace = (root / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
-    
-        assert "Belgium and North Sea Workbench" in focus
-        assert "nationalProject" in workspace_hook
-        assert "return nationalProject.id" in workspace_hook
-        assert "NATIONAL_WORKSPACE_REGION" in workspace_hook
-        assert "externalApi.resolveCoverage" in coverage_hook
-        assert "coverage.outside_supported_scope" in map_workspace
-        assert "coverageStatusLabel" in map_workspace
->       assert "coverageSelectionAvailable" in map_workspace
-E       assert 'coverageSelectionAvailable' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_rc4_national_coverage.py:432: AssertionError
-____ test_runtime_configuration_is_validated_before_container_replacement _____
-
-    def test_runtime_configuration_is_validated_before_container_replacement() -> None:
-        run_script = (ROOT / "deploy" / "unraid" / "run-dockerman-container.sh").read_text(encoding="utf-8")
-    
-        validation_index = run_script.index("validate_runtime_config")
->       replacement_index = run_script.index("docker compose down")
-                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-E       ValueError: substring not found
-
-backend\tests\test_rc5_release_deployment.py:65: ValueError
-___________ test_rc9_loading_and_accessibility_states_are_explicit ____________
-
-    def test_rc9_loading_and_accessibility_states_are_explicit() -> None:
-        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
-        map_workspace = (
-            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
-        ).read_text(encoding="utf-8")
-        geo_map = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
-            encoding="utf-8"
-        )
-    
-        assert "workspaceDataLoading" in app
-        assert 'role="status" aria-live="polite"' in app
-        assert "Databronnen worden gecontroleerd" in map_workspace
->       assert "Beschikbaarheid controleren" in map_workspace
-E       assert 'Beschikbaarheid controleren' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_rc9_ux_release_contract.py:33: AssertionError
-___________ test_all_in_one_deploy_embeds_immutable_build_identity ____________
-
-    def test_all_in_one_deploy_embeds_immutable_build_identity() -> None:
-        dockerfile = (ROOT / "deploy" / "unraid" / "Dockerfile.all-in-one").read_text(encoding="utf-8")
-        release_script = (ROOT / "deploy" / "unraid" / "deploy-release.sh").read_text(encoding="utf-8")
-        deploy_powershell = (ROOT / "scripts" / "deploy_tower.ps1").read_text(encoding="utf-8")
-        deploy_shell = (ROOT / "scripts" / "deploy_tower.sh").read_text(encoding="utf-8")
-    
-        assert "ARG GEOINTEL_BUILD_SHA=unknown" in dockerfile
-        assert 'GEOINTEL_BUILD_SHA="${GEOINTEL_BUILD_SHA}"' in dockerfile
-        assert 'GEOINTEL_BUILD_TIME="${GEOINTEL_BUILD_TIME}"' in dockerfile
-        assert 'org.opencontainers.image.revision="${GEOINTEL_BUILD_SHA}"' in dockerfile
->       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in release_script
-E       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in '#!/usr/bin/env bash\nset -euo pipefail\n\nROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"\ncd "$ROOT"\n\nG...ge.revision"}} created={{index .Config.Labels "org.opencontainers.image.created"}}\' \\\n  "$GEOINTEL_RELEASE_IMAGE"\n'
-
-backend\tests\test_rc_runtime_observability.py:47: AssertionError
-_____________ test_frontend_exposes_map_bbox_selection_contracts ______________
-
-    def test_frontend_exposes_map_bbox_selection_contracts() -> None:
-        api_client = (ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts").read_text(encoding="utf-8")
-        map_workspace = (ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
-        geomap = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(encoding="utf-8")
-        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
-        extract_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapSelectionExtract.ts").read_text(encoding="utf-8")
-        theme_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
-    
-        assert "selectVectorFeatures" in api_client
-        assert "Area selection" in map_workspace
-        assert "Teken rechthoek" in map_workspace
-        assert "Objecten in gebied ophalen" in map_workspace
-        assert "Gebiedsdownload bewaren" in map_workspace
-        assert "bboxSelectionMode" in geomap
-        assert "selection-bbox" in geomap
-        assert "selection-result" in geomap
-        assert "useMapSelectionExtract" in app
-        assert "area_id: areaId" in extract_hook
-        assert "area_id: areaId" in theme_hook
->       assert "analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in map_workspace
-E       assert 'analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint106_map_bbox_extract.py:356: AssertionError
-______ test_frontend_declares_national_scope_as_primary_operating_focus _______
-
-    def test_frontend_declares_national_scope_as_primary_operating_focus() -> None:
-        focus = (ROOT / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(
-            encoding="utf-8"
-        )
-        project_hook = (ROOT / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(
-            encoding="utf-8"
-        )
-        map_source = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
-            encoding="utf-8"
-        )
-        navigation = (
-            ROOT
-            / "frontend"
-            / "src"
-            / "components"
-            / "shell"
-            / "WorkbenchNavigation.tsx"
-        ).read_text(encoding="utf-8")
-    
-        assert "NATIONAL_WORKSPACE_PROJECT_NAME = 'Belgium and North Sea Workbench'" in focus
-        assert "NATIONAL_WORKSPACE_REGION = 'Belgie en Belgische Noordzee'" in focus
-        assert "NATIONAL_MAP_CENTER" in focus
-        assert "return nationalProject.id" in project_hook
-        assert "hasMappedAnalysisContext(data)" in project_hook
-        assert "dataset.dataset_type === 'raster'" in project_hook
-        assert "dataset.dataset_type === 'vector' || dataset.dataset_type === 'geojson'" in project_hook
-        assert "PRIMARY_FOCUS_AREA_NAME" not in project_hook
-        assert "PRIMARY_FOCUS_AREA_GEOJSON" not in project_hook
-        assert "center: NATIONAL_MAP_CENTER" in map_source
-        assert "zoom: NATIONAL_MAP_ZOOM" in map_source
-        assert "GeoIntel" in navigation
->       assert "Atlas Workbench" in navigation
-E       AssertionError: assert 'Atlas Workbench' in 'import {\n  Activity,\n  Bot,\n  Database,\n  Download,\n  Map,\n  ScanSearch,\n  Settings,\n  ShieldCheck,\n  type L...    )\n            })}\n          </div>\n        ))}\n      </nav>\n      <ItWorxSignature />\n    </aside>\n  )\n}\n'
-
-backend\tests\test_sprint177_mol_primary_focus.py:38: AssertionError
-______ test_product_docs_record_national_scope_and_mol_regression_focus _______
-
-    def test_product_docs_record_national_scope_and_mol_regression_focus() -> None:
-        readme = (ROOT / "README.md").read_text(encoding="utf-8")
-        vision = (ROOT / "docs" / "PRODUCT_VISION.md").read_text(encoding="utf-8")
-    
->       assert "Belgium and the Belgian North Sea" in readme
-E       assert 'Belgium and the Belgian North Sea' in '# GeoIntel\n\n<p align="center">\n  <img src="frontend/public/geointel-icon.png" width="92" alt="GeoIntel logo">\n</p...\n\nActieve mijlpaal: **v1.0.0 � Belgium and Belgian North Sea**.\n\nGeoIntel is een project van Jens / ITWorx.tech.\n'
-
-backend\tests\test_sprint177_mol_primary_focus.py:62: AssertionError
-_____________ test_map_first_explorer_is_the_default_product_flow _____________
-
-    def test_map_first_explorer_is_the_default_product_flow() -> None:
-        app = read("frontend/src/App.tsx")
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-    
-        assert "useState<WorkspaceKey>('map')" in app
-        assert "Gebied analyseren" in workspace
->       assert "<h3>Focus op de kaart <small>optioneel</small></h3>" in workspace
-E       assert '<h3>Focus op de kaart <small>optioneel</small></h3>' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint186_map_first_geographic_explorer.py:19: AssertionError
-___________ test_map_rectangle_drag_is_wired_to_automatic_analysis ____________
-
-    def test_map_rectangle_drag_is_wired_to_automatic_analysis() -> None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-        geomap = read("frontend/src/components/GeoMap.tsx")
-        styles = read("frontend/src/styles/app.css")
-    
-        assert "onMapBboxPreview={handleMapBboxPreview}" in workspace
-        assert "onMapBboxSelect={handleMapBboxSelect}" in workspace
-        assert "void analyzeSelection(bbox, areaIdForSelection(bbox))" in workspace
-        assert "const areaIdForSelection" in workspace
-        assert "bbox && selectedMapArea ? selectedMapArea.id : undefined" in workspace
->       assert "void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in workspace
-E       assert 'void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint186_map_first_geographic_explorer.py:44: AssertionError
-__ test_evolution_theme_catalog_distinguishes_history_from_current_only_data __
-
-    def test_evolution_theme_catalog_distinguishes_history_from_current_only_data() -> None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-    
-        assert "analysisMode === 'current'" in workspace
->       assert "Boolean(dataset || onDemandProduct)" in workspace
-E       assert 'Boolean(dataset || onDemandProduct)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint200_temporal_explorer_handoff.py:25: AssertionError
-_____ test_regional_map_uses_logical_partition_groups_and_exact_analysis ______
-
-    def test_regional_map_uses_logical_partition_groups_and_exact_analysis() -> None:
-        app = (ROOT / "frontend/src/App.tsx").read_text(encoding="utf-8")
-        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
-        hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
-        api = (ROOT / "frontend/src/services/api/datasets.ts").read_text(encoding="utf-8")
-    
-        assert "regionalScopeSelected" in workspace
-        assert "rasterPartitionsForDataset" in workspace
-        assert "imageOverlays={activeImageOverlays}" in workspace
->       assert "de juiste gemeentelijke rasters worden automatisch gecombineerd" in workspace
-E       assert 'de juiste gemeentelijke rasters worden automatisch gecombineerd' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint219_regional_raster_explorer.py:30: AssertionError
-___ test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope ____
-
-    def test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope() -> None:
-        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
-        index = (ROOT / "frontend" / "index.html").read_text(encoding="utf-8")
-        focus = (
-            ROOT / "frontend" / "src" / "config" / "primaryFocus.ts"
-        ).read_text(encoding="utf-8")
-        map_workspace = (
-            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
-        ).read_text(encoding="utf-8")
-        theme_hook = (
-            ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts"
-        ).read_text(encoding="utf-8")
-        dataset_api = (
-            ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts"
-        ).read_text(encoding="utf-8")
-    
-        assert "isPartitionedBathymetry" in map_workspace
-        assert "regionalPartitionedThemeActive" in map_workspace
->       assert "datasetAvailabilityLabel(dataset, partitions)" in map_workspace
-E       assert 'datasetAvailabilityLabel(dataset, partitions)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint236_bathymetry_expansion.py:478: AssertionError
-____ test_flanders_workspace_exposes_governed_thematic_products_on_demand _____
-
-    def test_flanders_workspace_exposes_governed_thematic_products_on_demand() -> None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-        product_hook = read("frontend/src/hooks/useOfficialMapProducts.ts")
-        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
-        api = read("frontend/src/services/api/datasets.ts")
-    
-        assert "activeScopeProject?.name === FLANDERS_WORKSPACE_PROJECT_NAME" in workspace
-        assert "new Map<DataThemeId, OnDemandMapProduct>" in workspace
->       assert "'Automatisch'" in workspace
-E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint237_flanders_thematic_on_demand.py:19: AssertionError
-________ test_selection_reads_and_bounded_acquires_all_relevant_themes ________
-
-    def test_selection_reads_and_bounded_acquires_all_relevant_themes() -> None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-        app = read("frontend/src/App.tsx")
-        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
-    
->       assert "for (const theme of [activeTheme])" in workspace
-E       assert 'for (const theme of [activeTheme])' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint237_flanders_thematic_on_demand.py:37: AssertionError
-______ test_regional_on_demand_sources_require_a_bounded_drawn_selection ______
-
-    def test_regional_on_demand_sources_require_a_bounded_drawn_selection() -> None:
-        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
-    
-        assert "regionalOnDemandThemeActive" in workspace
->       assert "regionalRasterThemeActive || regionalOnDemandThemeActive" in workspace
-E       assert 'regionalRasterThemeActive || regionalOnDemandThemeActive' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint237_flanders_thematic_on_demand.py:56: AssertionError
-_____ test_grb_frontend_and_contracts_use_only_the_governed_backend_path ______
-
-    def test_grb_frontend_and_contracts_use_only_the_governed_backend_path() -> None:
-        selection_hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
-        catalog_hook = (ROOT / "frontend/src/hooks/useOfficialMapProducts.ts").read_text(encoding="utf-8")
-        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
-        contracts = (ROOT / "docs/API_CONTRACTS.md").read_text(encoding="utf-8")
-    
-        assert "datasetsApi.acquireGrb" in selection_hook
-        assert "datasetsApi.listGrbProducts" in catalog_hook
-        assert "officialMapProducts.grb" in workspace
-        assert "result[product.key] = null" in workspace
-        assert ": onDemandThemeActive\n        ? null\n        : mapFeatureCollection" in workspace
-        assert "onSetContextLayerLabel" in workspace
->       assert "'Automatisch'" in workspace
-E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
-
-backend\tests\test_sprint239_bounded_grb_acquisition.py:394: AssertionError
-__________ test_app_entrypoint_has_clean_encoding_and_react_imports ___________
-
-    def test_app_entrypoint_has_clean_encoding_and_react_imports() -> None:
-        app_path = ROOT / "frontend" / "src" / "App.tsx"
-        app_bytes = app_path.read_bytes()
-        app = app_path.read_text(encoding="utf-8")
-    
-        assert not app_bytes.startswith(b"\xef\xbb\xbf")
-        assert "import { useEffect, useMemo, useRef, useState } from 'react'" in app
-        assert "FormEvent" not in app
->       assert app.count("useEffect(") == 1
-E       assert 3 == 1
-E        +  where 3 = <built-in method count of str object at 0x000001FED98D8C30>('useEffect(')
-E        +    where <built-in method count of str object at 0x000001FED98D8C30> = "import { useEffect, useMemo, useRef, useState } from 'react'\nimport { CircleAlert, LogOut, ShieldCheck, UserRound } ...ator' : 'open')}\n      loggingOut={loggingOut}\n      onLogout={handleLogout}\n    />\n  )\n}\n\nexport default App\n".count
-
-backend\tests\test_sprint39_frontend_orchestration_hooks.py:40: AssertionError
-- generated xml file: C:\Projects\geointel\artifacts\evidence\accuracy\P1\backend-full-suite.junit.xml -
-=========================== short test summary info ===========================
-FAILED backend\tests\test_rc4_national_coverage.py::test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox
-FAILED backend\tests\test_rc5_release_deployment.py::test_runtime_configuration_is_validated_before_container_replacement
-FAILED backend\tests\test_rc9_ux_release_contract.py::test_rc9_loading_and_accessibility_states_are_explicit
-FAILED backend\tests\test_rc_runtime_observability.py::test_all_in_one_deploy_embeds_immutable_build_identity
-FAILED backend\tests\test_sprint106_map_bbox_extract.py::test_frontend_exposes_map_bbox_selection_contracts
-FAILED backend\tests\test_sprint177_mol_primary_focus.py::test_frontend_declares_national_scope_as_primary_operating_focus
-FAILED backend\tests\test_sprint177_mol_primary_focus.py::test_product_docs_record_national_scope_and_mol_regression_focus
-FAILED backend\tests\test_sprint186_map_first_geographic_explorer.py::test_map_first_explorer_is_the_default_product_flow
-FAILED backend\tests\test_sprint186_map_first_geographic_explorer.py::test_map_rectangle_drag_is_wired_to_automatic_analysis
-FAILED backend\tests\test_sprint200_temporal_explorer_handoff.py::test_evolution_theme_catalog_distinguishes_history_from_current_only_data
-FAILED backend\tests\test_sprint219_regional_raster_explorer.py::test_regional_map_uses_logical_partition_groups_and_exact_analysis
-FAILED backend\tests\test_sprint236_bathymetry_expansion.py::test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope
-FAILED backend\tests\test_sprint237_flanders_thematic_on_demand.py::test_flanders_workspace_exposes_governed_thematic_products_on_demand
-FAILED backend\tests\test_sprint237_flanders_thematic_on_demand.py::test_selection_reads_and_bounded_acquires_all_relevant_themes
-FAILED backend\tests\test_sprint237_flanders_thematic_on_demand.py::test_regional_on_demand_sources_require_a_bounded_drawn_selection
-FAILED backend\tests\test_sprint239_bounded_grb_acquisition.py::test_grb_frontend_and_contracts_use_only_the_governed_backend_path
-FAILED backend\tests\test_sprint39_frontend_orchestration_hooks.py::test_app_entrypoint_has_clean_encoding_and_react_imports
-17 failed, 1180 passed in 70.63s (0:01:10)
+command=python -m pytest backend/tests -q -p no:cacheprovider -W error::DeprecationWarning --junitxml=artifacts/evidence/accuracy/P1/backend-full-suite.junit.xml
+exit_code=1
+captured_at=2026-08-01T18:32:02.4460806+02:00
+
+........................................................................ [  6%]
+........................................................................ [ 12%]
+.........................................F..........F..................F [ 18%]
+..................F..................................................... [ 24%]
+.........F.............................................................. [ 30%]
+........................................................................ [ 36%]
+.....F.F.......................................FF....................... [ 42%]
+........................................................................ [ 48%]
+..F..................................................................... [ 54%]
+........................................................................ [ 60%]
+.......F................................................................ [ 66%]
+........................................................................ [ 72%]
+........................................FFFF...........F................ [ 78%]
+...............................................F........................ [ 84%]
+........................................................................ [ 90%]
+........................................................................ [ 96%]
+.............................................                            [100%]
+================================== FAILURES ===================================
+_ test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox _
+
+    def test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox() -> None:
+        root = Path(__file__).parents[2]
+        focus = (root / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(encoding="utf-8")
+        workspace_hook = (root / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(encoding="utf-8")
+        coverage_hook = (root / "frontend" / "src" / "hooks" / "useCoverageResolver.ts").read_text(encoding="utf-8")
+        map_workspace = (root / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
+    
+        assert "Belgium and North Sea Workbench" in focus
+        assert "nationalProject" in workspace_hook
+        assert "return nationalProject.id" in workspace_hook
+        assert "NATIONAL_WORKSPACE_REGION" in workspace_hook
+        assert "externalApi.resolveCoverage" in coverage_hook
+        assert "coverage.outside_supported_scope" in map_workspace
+        assert "coverageStatusLabel" in map_workspace
+>       assert "coverageSelectionAvailable" in map_workspace
+E       assert 'coverageSelectionAvailable' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_rc4_national_coverage.py:432: AssertionError
+____ test_runtime_configuration_is_validated_before_container_replacement _____
+
+    def test_runtime_configuration_is_validated_before_container_replacement() -> None:
+        run_script = (ROOT / "deploy" / "unraid" / "run-dockerman-container.sh").read_text(encoding="utf-8")
+    
+        validation_index = run_script.index("validate_runtime_config")
+>       replacement_index = run_script.index("docker compose down")
+                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+E       ValueError: substring not found
+
+backend\tests\test_rc5_release_deployment.py:65: ValueError
+___________ test_rc9_loading_and_accessibility_states_are_explicit ____________
+
+    def test_rc9_loading_and_accessibility_states_are_explicit() -> None:
+        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+        map_workspace = (
+            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
+        ).read_text(encoding="utf-8")
+        geo_map = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
+            encoding="utf-8"
+        )
+    
+        assert "workspaceDataLoading" in app
+        assert 'role="status" aria-live="polite"' in app
+        assert "Databronnen worden gecontroleerd" in map_workspace
+>       assert "Beschikbaarheid controleren" in map_workspace
+E       assert 'Beschikbaarheid controleren' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_rc9_ux_release_contract.py:33: AssertionError
+___________ test_all_in_one_deploy_embeds_immutable_build_identity ____________
+
+    def test_all_in_one_deploy_embeds_immutable_build_identity() -> None:
+        dockerfile = (ROOT / "deploy" / "unraid" / "Dockerfile.all-in-one").read_text(encoding="utf-8")
+        release_script = (ROOT / "deploy" / "unraid" / "deploy-release.sh").read_text(encoding="utf-8")
+        deploy_powershell = (ROOT / "scripts" / "deploy_tower.ps1").read_text(encoding="utf-8")
+        deploy_shell = (ROOT / "scripts" / "deploy_tower.sh").read_text(encoding="utf-8")
+    
+        assert "ARG GEOINTEL_BUILD_SHA=unknown" in dockerfile
+        assert 'GEOINTEL_BUILD_SHA="${GEOINTEL_BUILD_SHA}"' in dockerfile
+        assert 'GEOINTEL_BUILD_TIME="${GEOINTEL_BUILD_TIME}"' in dockerfile
+        assert 'org.opencontainers.image.revision="${GEOINTEL_BUILD_SHA}"' in dockerfile
+>       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in release_script
+E       assert 'GEOINTEL_BUILD_SHA="$(git rev-parse HEAD)"' in '#!/usr/bin/env bash\nset -euo pipefail\n\nROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"\ncd "$ROOT"\n\nG...ge.revision"}} created={{index .Config.Labels "org.opencontainers.image.created"}}\' \\\n  "$GEOINTEL_RELEASE_IMAGE"\n'
+
+backend\tests\test_rc_runtime_observability.py:47: AssertionError
+_____________ test_frontend_exposes_map_bbox_selection_contracts ______________
+
+    def test_frontend_exposes_map_bbox_selection_contracts() -> None:
+        api_client = (ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts").read_text(encoding="utf-8")
+        map_workspace = (ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(encoding="utf-8")
+        geomap = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(encoding="utf-8")
+        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+        extract_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapSelectionExtract.ts").read_text(encoding="utf-8")
+        theme_hook = (ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
+    
+        assert "selectVectorFeatures" in api_client
+        assert "Area selection" in map_workspace
+        assert "Teken rechthoek" in map_workspace
+        assert "Objecten in gebied ophalen" in map_workspace
+        assert "Gebiedsdownload bewaren" in map_workspace
+        assert "bboxSelectionMode" in geomap
+        assert "selection-bbox" in geomap
+        assert "selection-result" in geomap
+        assert "useMapSelectionExtract" in app
+        assert "area_id: areaId" in extract_hook
+        assert "area_id: areaId" in theme_hook
+>       assert "analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in map_workspace
+E       assert 'analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint106_map_bbox_extract.py:356: AssertionError
+______ test_frontend_declares_national_scope_as_primary_operating_focus _______
+
+    def test_frontend_declares_national_scope_as_primary_operating_focus() -> None:
+        focus = (ROOT / "frontend" / "src" / "config" / "primaryFocus.ts").read_text(
+            encoding="utf-8"
+        )
+        project_hook = (ROOT / "frontend" / "src" / "hooks" / "useProjectWorkspace.ts").read_text(
+            encoding="utf-8"
+        )
+        map_source = (ROOT / "frontend" / "src" / "components" / "GeoMap.tsx").read_text(
+            encoding="utf-8"
+        )
+        navigation = (
+            ROOT
+            / "frontend"
+            / "src"
+            / "components"
+            / "shell"
+            / "WorkbenchNavigation.tsx"
+        ).read_text(encoding="utf-8")
+    
+        assert "NATIONAL_WORKSPACE_PROJECT_NAME = 'Belgium and North Sea Workbench'" in focus
+        assert "NATIONAL_WORKSPACE_REGION = 'Belgie en Belgische Noordzee'" in focus
+        assert "NATIONAL_MAP_CENTER" in focus
+        assert "return nationalProject.id" in project_hook
+        assert "hasMappedAnalysisContext(data)" in project_hook
+        assert "dataset.dataset_type === 'raster'" in project_hook
+        assert "dataset.dataset_type === 'vector' || dataset.dataset_type === 'geojson'" in project_hook
+        assert "PRIMARY_FOCUS_AREA_NAME" not in project_hook
+        assert "PRIMARY_FOCUS_AREA_GEOJSON" not in project_hook
+        assert "center: NATIONAL_MAP_CENTER" in map_source
+        assert "zoom: NATIONAL_MAP_ZOOM" in map_source
+        assert "GeoIntel" in navigation
+>       assert "Atlas Workbench" in navigation
+E       AssertionError: assert 'Atlas Workbench' in 'import {\n  Activity,\n  Bot,\n  Database,\n  Download,\n  Map,\n  ScanSearch,\n  Settings,\n  ShieldCheck,\n  type L...    )\n            })}\n          </div>\n        ))}\n      </nav>\n      <ItWorxSignature />\n    </aside>\n  )\n}\n'
+
+backend\tests\test_sprint177_mol_primary_focus.py:38: AssertionError
+______ test_product_docs_record_national_scope_and_mol_regression_focus _______
+
+    def test_product_docs_record_national_scope_and_mol_regression_focus() -> None:
+        readme = (ROOT / "README.md").read_text(encoding="utf-8")
+        vision = (ROOT / "docs" / "PRODUCT_VISION.md").read_text(encoding="utf-8")
+    
+>       assert "Belgium and the Belgian North Sea" in readme
+E       assert 'Belgium and the Belgian North Sea' in '# GeoIntel\n\n<p align="center">\n  <img src="frontend/public/geointel-icon.png" width="92" alt="GeoIntel logo">\n</p...\n\nActieve mijlpaal: **v1.0.0 � Belgium and Belgian North Sea**.\n\nGeoIntel is een project van Jens / ITWorx.tech.\n'
+
+backend\tests\test_sprint177_mol_primary_focus.py:62: AssertionError
+_____________ test_map_first_explorer_is_the_default_product_flow _____________
+
+    def test_map_first_explorer_is_the_default_product_flow() -> None:
+        app = read("frontend/src/App.tsx")
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+    
+        assert "useState<WorkspaceKey>('map')" in app
+        assert "Gebied analyseren" in workspace
+>       assert "<h3>Focus op de kaart <small>optioneel</small></h3>" in workspace
+E       assert '<h3>Focus op de kaart <small>optioneel</small></h3>' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint186_map_first_geographic_explorer.py:19: AssertionError
+___________ test_map_rectangle_drag_is_wired_to_automatic_analysis ____________
+
+    def test_map_rectangle_drag_is_wired_to_automatic_analysis() -> None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+        geomap = read("frontend/src/components/GeoMap.tsx")
+        styles = read("frontend/src/styles/app.css")
+    
+        assert "onMapBboxPreview={handleMapBboxPreview}" in workspace
+        assert "onMapBboxSelect={handleMapBboxSelect}" in workspace
+        assert "void analyzeSelection(bbox, areaIdForSelection(bbox))" in workspace
+        assert "const areaIdForSelection" in workspace
+        assert "bbox && selectedMapArea ? selectedMapArea.id : undefined" in workspace
+>       assert "void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)" in workspace
+E       assert 'void analyzeSelection(selectedAreaBbox, selectedMapArea?.id)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint186_map_first_geographic_explorer.py:44: AssertionError
+__ test_evolution_theme_catalog_distinguishes_history_from_current_only_data __
+
+    def test_evolution_theme_catalog_distinguishes_history_from_current_only_data() -> None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+    
+        assert "analysisMode === 'current'" in workspace
+>       assert "Boolean(dataset || onDemandProduct)" in workspace
+E       assert 'Boolean(dataset || onDemandProduct)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint200_temporal_explorer_handoff.py:25: AssertionError
+_____ test_regional_map_uses_logical_partition_groups_and_exact_analysis ______
+
+    def test_regional_map_uses_logical_partition_groups_and_exact_analysis() -> None:
+        app = (ROOT / "frontend/src/App.tsx").read_text(encoding="utf-8")
+        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
+        hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
+        api = (ROOT / "frontend/src/services/api/datasets.ts").read_text(encoding="utf-8")
+    
+        assert "regionalScopeSelected" in workspace
+        assert "rasterPartitionsForDataset" in workspace
+        assert "imageOverlays={activeImageOverlays}" in workspace
+>       assert "de juiste gemeentelijke rasters worden automatisch gecombineerd" in workspace
+E       assert 'de juiste gemeentelijke rasters worden automatisch gecombineerd' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint219_regional_raster_explorer.py:30: AssertionError
+___ test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope ____
+
+    def test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope() -> None:
+        app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+        index = (ROOT / "frontend" / "index.html").read_text(encoding="utf-8")
+        focus = (
+            ROOT / "frontend" / "src" / "config" / "primaryFocus.ts"
+        ).read_text(encoding="utf-8")
+        map_workspace = (
+            ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx"
+        ).read_text(encoding="utf-8")
+        theme_hook = (
+            ROOT / "frontend" / "src" / "hooks" / "useMapThemeSelectionInsights.ts"
+        ).read_text(encoding="utf-8")
+        dataset_api = (
+            ROOT / "frontend" / "src" / "services" / "api" / "datasets.ts"
+        ).read_text(encoding="utf-8")
+    
+        assert "isPartitionedBathymetry" in map_workspace
+        assert "regionalPartitionedThemeActive" in map_workspace
+>       assert "datasetAvailabilityLabel(dataset, partitions)" in map_workspace
+E       assert 'datasetAvailabilityLabel(dataset, partitions)' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint236_bathymetry_expansion.py:478: AssertionError
+____ test_flanders_workspace_exposes_governed_thematic_products_on_demand _____
+
+    def test_flanders_workspace_exposes_governed_thematic_products_on_demand() -> None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+        product_hook = read("frontend/src/hooks/useOfficialMapProducts.ts")
+        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
+        api = read("frontend/src/services/api/datasets.ts")
+    
+        assert "activeScopeProject?.name === FLANDERS_WORKSPACE_PROJECT_NAME" in workspace
+        assert "new Map<DataThemeId, OnDemandMapProduct>" in workspace
+>       assert "'Automatisch'" in workspace
+E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint237_flanders_thematic_on_demand.py:19: AssertionError
+________ test_selection_reads_and_bounded_acquires_all_relevant_themes ________
+
+    def test_selection_reads_and_bounded_acquires_all_relevant_themes() -> None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+        app = read("frontend/src/App.tsx")
+        selection_hook = read("frontend/src/hooks/useMapThemeSelectionInsights.ts")
+    
+>       assert "for (const theme of [activeTheme])" in workspace
+E       assert 'for (const theme of [activeTheme])' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint237_flanders_thematic_on_demand.py:37: AssertionError
+______ test_regional_on_demand_sources_require_a_bounded_drawn_selection ______
+
+    def test_regional_on_demand_sources_require_a_bounded_drawn_selection() -> None:
+        workspace = read("frontend/src/components/map/MapWorkspace.tsx")
+    
+        assert "regionalOnDemandThemeActive" in workspace
+>       assert "regionalRasterThemeActive || regionalOnDemandThemeActive" in workspace
+E       assert 'regionalRasterThemeActive || regionalOnDemandThemeActive' in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint237_flanders_thematic_on_demand.py:56: AssertionError
+_____ test_grb_frontend_and_contracts_use_only_the_governed_backend_path ______
+
+    def test_grb_frontend_and_contracts_use_only_the_governed_backend_path() -> None:
+        selection_hook = (ROOT / "frontend/src/hooks/useMapThemeSelectionInsights.ts").read_text(encoding="utf-8")
+        catalog_hook = (ROOT / "frontend/src/hooks/useOfficialMapProducts.ts").read_text(encoding="utf-8")
+        workspace = (ROOT / "frontend/src/components/map/MapWorkspace.tsx").read_text(encoding="utf-8")
+        contracts = (ROOT / "docs/API_CONTRACTS.md").read_text(encoding="utf-8")
+    
+        assert "datasetsApi.acquireGrb" in selection_hook
+        assert "datasetsApi.listGrbProducts" in catalog_hook
+        assert "officialMapProducts.grb" in workspace
+        assert "result[product.key] = null" in workspace
+        assert ": onDemandThemeActive\n        ? null\n        : mapFeatureCollection" in workspace
+        assert "onSetContextLayerLabel" in workspace
+>       assert "'Automatisch'" in workspace
+E       assert "'Automatisch'" in "import { useCallback, useEffect, useMemo, useRef, useState, type KeyboardEvent } from 'react'\nimport { BoxSelect, Ch...ijken.</p>\n          )}\n        </div>\n          </div>\n        </details>\n      </div>\n    </section>\n  )\n}\n"
+
+backend\tests\test_sprint239_bounded_grb_acquisition.py:394: AssertionError
+__________ test_app_entrypoint_has_clean_encoding_and_react_imports ___________
+
+    def test_app_entrypoint_has_clean_encoding_and_react_imports() -> None:
+        app_path = ROOT / "frontend" / "src" / "App.tsx"
+        app_bytes = app_path.read_bytes()
+        app = app_path.read_text(encoding="utf-8")
+    
+        assert not app_bytes.startswith(b"\xef\xbb\xbf")
+        assert "import { useEffect, useMemo, useRef, useState } from 'react'" in app
+        assert "FormEvent" not in app
+>       assert app.count("useEffect(") == 1
+E       assert 3 == 1
+E        +  where 3 = <built-in method count of str object at 0x000001FED98D8C30>('useEffect(')
+E        +    where <built-in method count of str object at 0x000001FED98D8C30> = "import { useEffect, useMemo, useRef, useState } from 'react'\nimport { CircleAlert, LogOut, ShieldCheck, UserRound } ...ator' : 'open')}\n      loggingOut={loggingOut}\n      onLogout={handleLogout}\n    />\n  )\n}\n\nexport default App\n".count
+
+backend\tests\test_sprint39_frontend_orchestration_hooks.py:40: AssertionError
+- generated xml file: C:\Projects\geointel\artifacts\evidence\accuracy\P1\backend-full-suite.junit.xml -
+=========================== short test summary info ===========================
+FAILED backend\tests\test_rc4_national_coverage.py::test_frontend_prefers_materialized_national_workspace_and_resolves_drawn_bbox
+FAILED backend\tests\test_rc5_release_deployment.py::test_runtime_configuration_is_validated_before_container_replacement
+FAILED backend\tests\test_rc9_ux_release_contract.py::test_rc9_loading_and_accessibility_states_are_explicit
+FAILED backend\tests\test_rc_runtime_observability.py::test_all_in_one_deploy_embeds_immutable_build_identity
+FAILED backend\tests\test_sprint106_map_bbox_extract.py::test_frontend_exposes_map_bbox_selection_contracts
+FAILED backend\tests\test_sprint177_mol_primary_focus.py::test_frontend_declares_national_scope_as_primary_operating_focus
+FAILED backend\tests\test_sprint177_mol_primary_focus.py::test_product_docs_record_national_scope_and_mol_regression_focus
+FAILED backend\tests\test_sprint186_map_first_geographic_explorer.py::test_map_first_explorer_is_the_default_product_flow
+FAILED backend\tests\test_sprint186_map_first_geographic_explorer.py::test_map_rectangle_drag_is_wired_to_automatic_analysis
+FAILED backend\tests\test_sprint200_temporal_explorer_handoff.py::test_evolution_theme_catalog_distinguishes_history_from_current_only_data
+FAILED backend\tests\test_sprint219_regional_raster_explorer.py::test_regional_map_uses_logical_partition_groups_and_exact_analysis
+FAILED backend\tests\test_sprint236_bathymetry_expansion.py::test_frontend_uses_partitioned_bathymetry_selection_for_regional_scope
+FAILED backend\tests\test_sprint237_flanders_thematic_on_demand.py::test_flanders_workspace_exposes_governed_thematic_products_on_demand
+FAILED backend\tests\test_sprint237_flanders_thematic_on_demand.py::test_selection_reads_and_bounded_acquires_all_relevant_themes
+FAILED backend\tests\test_sprint237_flanders_thematic_on_demand.py::test_regional_on_demand_sources_require_a_bounded_drawn_selection
+FAILED backend\tests\test_sprint239_bounded_grb_acquisition.py::test_grb_frontend_and_contracts_use_only_the_governed_backend_path
+FAILED backend\tests\test_sprint39_frontend_orchestration_hooks.py::test_app_entrypoint_has_clean_encoding_and_react_imports
+17 failed, 1180 passed in 70.63s (0:01:10)
diff --git a/artifacts/evidence/accuracy/P1/evidence-manifest.json b/artifacts/evidence/accuracy/P1/evidence-manifest.json
new file mode 100644
index 00000000..c27f6e9e
--- /dev/null
+++ b/artifacts/evidence/accuracy/P1/evidence-manifest.json
@@ -0,0 +1,278 @@
+{
+  "audited_repository_head": "3d442ef43fac0fdf1b86f3149c9b4c512830a39d",
+  "claim_boundary": "This manifest proves retained-file identity and completeness. It does not establish model accuracy, human label acceptance, split independence or release readiness.",
+  "evidence_file_count": 28,
+  "evidence_files": [
+    {
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+      "size_bytes": 116
+    },
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+    },
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+    },
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+    },
+    {
+      "path": "docs/accuracy-program/01-system-inventory.md",
+      "role": "phase1_program",
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+      "size_bytes": 15708
+    },
+    {
+      "path": "docs/accuracy-program/02-data-lineage.md",
+      "role": "phase1_program",
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+      "size_bytes": 20409
+    },
+    {
+      "path": "docs/accuracy-program/03-baseline-and-gaps.md",
+      "role": "phase1_program",
+      "sha256": "ad3c2aae2944443d0f5d09b5c415b6202109071a6f194bb8b09b7df30332e3b3",
+      "size_bytes": 21253
+    },
+    {
+      "path": "docs/accuracy-program/04-risk-register.md",
+      "role": "phase1_program",
+      "sha256": "f3c0d35b95fd180a391950c2a6c9339aa3e4ace0e8512affbd242d159ca1e574",
+      "size_bytes": 23851
+    },
+    {
+      "path": "docs/accuracy-program/05-metric-framework.md",
+      "role": "phase1_program",
+      "sha256": "18abfc21964b7d98848d8ae513afce242184980c9517c9184d40efd9165ea00d",
+      "size_bytes": 28053
+    },
+    {
+      "path": "docs/accuracy-program/06-implementation-roadmap.md",
+      "role": "phase1_program",
+      "sha256": "c76ffebee4a23796ff221e6d4c5b5138f99d55a8b1422e897058b12a78a29ad9",
+      "size_bytes": 23695
+    },
+    {
+      "path": "docs/accuracy-program/status.json",
+      "role": "phase1_program",
+      "sha256": "5841cde783c7d8d4a54b126ed4120c83a553c9dec9a31e6ce45703ce3ab731c4",
+      "size_bytes": 7953
+    },
+    {
+      "path": "scripts/build_accuracy_phase1_evidence_manifest.py",
+      "role": "phase1_program",
+      "sha256": "882a935b29f787fc11a9f7b528392c1727463be24adcb0cac47a09fdb69a8382",
+      "size_bytes": 5523
+    },
+    {
+      "path": "scripts/collect_accuracy_phase1_inference_smoke.py",
+      "role": "phase1_program",
+      "sha256": "6d81541b7aa83f3c03ba5320a8075892eee658905ee981ba727e59f3b1dc792a",
+      "size_bytes": 6756
+    },
+    {
+      "path": "scripts/collect_accuracy_phase1_ml_lineage.py",
+      "role": "phase1_program",
+      "sha256": "3b1d3e45d45f1d4ca1211d1b2c70d9d93e15abc3b3ecfbd2e8302f645d6db7e1",
+      "size_bytes": 14080
+    },
+    {
+      "path": "scripts/collect_accuracy_phase1_runtime.py",
+      "role": "phase1_program",
+      "sha256": "a907779306076dccdf7fcf45f554e4778f5fab0e59d6af55673322775a1f5b4f",
+      "size_bytes": 13387
+    },
+    {
+      "path": "scripts/reproduce_accuracy_phase1_findings.py",
+      "role": "phase1_program",
+      "sha256": "c0f34e6bcaf73dcdada6e5b529a2e8e2177b1e97ee039c586d6ae51bb743015f",
+      "size_bytes": 9447
+    },
+    {
+      "path": "scripts/run_accuracy_phase1_baseline.py",
+      "role": "phase1_program",
+      "sha256": "fcbd280245ccc598cab7ec5ca6448fbb350f7fa59aecc20177fdb0069c416643",
+      "size_bytes": 14498
+    },
+    {
+      "path": "scripts/verify_accuracy_phase1_evidence.py",
+      "role": "phase1_program",
+      "sha256": "fc72c315d26b8b7542fe01666aef56a8538d09090f2c0c877c4dd8a33c93e556",
+      "size_bytes": 4925
+    },
+    {
+      "path": "tests/test_accuracy_phase1_baseline.py",
+      "role": "phase1_program",
+      "sha256": "868f433b7de61e9ab3cd7aa9ad5bb2d29e8286afdcd68274ed290909ec605c7f",
+      "size_bytes": 3009
+    }
+  ],
+  "schema_version": 1
+}
diff --git a/artifacts/evidence/accuracy/P1/forensic-reproductions.json b/artifacts/evidence/accuracy/P1/forensic-reproductions.json
index 560a57e5..865c88c0 100644
--- a/artifacts/evidence/accuracy/P1/forensic-reproductions.json
+++ b/artifacts/evidence/accuracy/P1/forensic-reproductions.json
@@ -1,116 +1,116 @@
-{
-  "findings": [
-    {
-      "expected": "A small buildings partition remains partial; a roads bbox cannot complete buildings coverage.",
-      "id": "P1-COV-001",
-      "observed": {
-        "fully_covered": true,
-        "matched_dataset_ids": [
-          "00000000-0000-4000-8000-000000000001"
-        ]
-      },
-      "reproduced": true,
-      "severity": "critical",
-      "source": "backend/app/services/coverage_registry_service.py:481-505"
-    },
-    {
-      "expected": "A 100 metre buffer is projected to a metric CRS and spans roughly hundreds of metres.",
-      "id": "P1-CRS-001",
-      "observed": {
-        "bounds_epsg4326": [
-          -95.0,
-          -49.0,
-          105.0,
-          151.0
-        ],
-        "longitude_span_degrees": 200.0
-      },
-      "reproduced": true,
-      "severity": "critical",
-      "source": "backend/app/services/vector_operations_service.py:179-203"
-    },
-    {
-      "expected": "Non-WGS84 input is transformed to EPSG:4326 or rejected before persistence.",
-      "id": "P1-CRS-002",
-      "observed": {
-        "stored_coordinates": [
-          150000.0,
-          210000.0
-        ],
-        "stored_srid": 4326
-      },
-      "reproduced": true,
-      "severity": "critical",
-      "source": "backend/app/services/vector_feature_service.py:271-299"
-    },
-    {
-      "expected": "Only server-attested source identities can produce authoritative operational coverage.",
-      "id": "P1-AUTH-001",
-      "observed": {
-        "caller_controlled_source_name": "grb",
-        "coverage_status": "operational",
-        "reported_authority": "authoritative"
-      },
-      "reproduced": true,
-      "severity": "critical",
-      "source": "backend/app/api/routes/datasets.py:142-163; backend/app/services/coverage_registry_service.py:463-559"
-    },
-    {
-      "expected": "Validation scope is bound to immutable geometry/source/checksum evidence.",
-      "id": "P1-AI-001",
-      "observed": {
-        "accepted": true,
-        "area_name": "Mol validation bypass",
-        "geometry_bounds": [
-          -75.0,
-          35.0,
-          -74.9,
-          35.1
-        ]
-      },
-      "reproduced": true,
-      "severity": "critical",
-      "source": "backend/app/services/detection_service.py:223-232"
-    },
-    {
-      "expected": "Renaming an Area cannot change its legal coverage-zone identity.",
-      "id": "P1-COV-002",
-      "observed": {
-        "canonical": {
-          "outside": false,
-          "zones": [
-            "flanders"
-          ]
-        },
-        "renamed_same_geometry": {
-          "outside": true,
-          "zones": []
-        }
-      },
-      "reproduced": true,
-      "severity": "high",
-      "source": "backend/app/services/coverage_registry_service.py:56-65,425-447"
-    },
-    {
-      "expected": "PATCH /areas/{area_id} either validates and applies geometry or rejects the field.",
-      "id": "P1-API-001",
-      "observed": {
-        "geometry_silently_ignored": true,
-        "parsed_payload": {
-          "crs": null,
-          "name": "Renamed"
-        }
-      },
-      "reproduced": true,
-      "severity": "high",
-      "source": "backend/app/schemas/area.py:15-17; backend/app/services/area_service.py:154-171"
-    }
-  ],
-  "purpose": "Read-only deterministic reproductions of Phase-1 contract violations.",
-  "schema_version": 1,
-  "summary": {
-    "all_reproduced": true,
-    "reproduced": 7,
-    "total": 7
-  }
-}
+{
+  "findings": [
+    {
+      "expected": "A small buildings partition remains partial; a roads bbox cannot complete buildings coverage.",
+      "id": "P1-COV-001",
+      "observed": {
+        "fully_covered": true,
+        "matched_dataset_ids": [
+          "00000000-0000-4000-8000-000000000001"
+        ]
+      },
+      "reproduced": true,
+      "severity": "critical",
+      "source": "backend/app/services/coverage_registry_service.py:481-505"
+    },
+    {
+      "expected": "A 100 metre buffer is projected to a metric CRS and spans roughly hundreds of metres.",
+      "id": "P1-CRS-001",
+      "observed": {
+        "bounds_epsg4326": [
+          -95.0,
+          -49.0,
+          105.0,
+          151.0
+        ],
+        "longitude_span_degrees": 200.0
+      },
+      "reproduced": true,
+      "severity": "critical",
+      "source": "backend/app/services/vector_operations_service.py:179-203"
+    },
+    {
+      "expected": "Non-WGS84 input is transformed to EPSG:4326 or rejected before persistence.",
+      "id": "P1-CRS-002",
+      "observed": {
+        "stored_coordinates": [
+          150000.0,
+          210000.0
+        ],
+        "stored_srid": 4326
+      },
+      "reproduced": true,
+      "severity": "critical",
+      "source": "backend/app/services/vector_feature_service.py:271-299"
+    },
+    {
+      "expected": "Only server-attested source identities can produce authoritative operational coverage.",
+      "id": "P1-AUTH-001",
+      "observed": {
+        "caller_controlled_source_name": "grb",
+        "coverage_status": "operational",
+        "reported_authority": "authoritative"
+      },
+      "reproduced": true,
+      "severity": "critical",
+      "source": "backend/app/api/routes/datasets.py:142-163; backend/app/services/coverage_registry_service.py:463-559"
+    },
+    {
+      "expected": "Validation scope is bound to immutable geometry/source/checksum evidence.",
+      "id": "P1-AI-001",
+      "observed": {
+        "accepted": true,
+        "area_name": "Mol validation bypass",
+        "geometry_bounds": [
+          -75.0,
+          35.0,
+          -74.9,
+          35.1
+        ]
+      },
+      "reproduced": true,
+      "severity": "critical",
+      "source": "backend/app/services/detection_service.py:223-232"
+    },
+    {
+      "expected": "Renaming an Area cannot change its legal coverage-zone identity.",
+      "id": "P1-COV-002",
+      "observed": {
+        "canonical": {
+          "outside": false,
+          "zones": [
+            "flanders"
+          ]
+        },
+        "renamed_same_geometry": {
+          "outside": true,
+          "zones": []
+        }
+      },
+      "reproduced": true,
+      "severity": "high",
+      "source": "backend/app/services/coverage_registry_service.py:56-65,425-447"
+    },
+    {
+      "expected": "PATCH /areas/{area_id} either validates and applies geometry or rejects the field.",
+      "id": "P1-API-001",
+      "observed": {
+        "geometry_silently_ignored": true,
+        "parsed_payload": {
+          "crs": null,
+          "name": "Renamed"
+        }
+      },
+      "reproduced": true,
+      "severity": "high",
+      "source": "backend/app/schemas/area.py:15-17; backend/app/services/area_service.py:154-171"
+    }
+  ],
+  "purpose": "Read-only deterministic reproductions of Phase-1 contract violations.",
+  "schema_version": 1,
+  "summary": {
+    "all_reproduced": true,
+    "reproduced": 7,
+    "total": 7
+  }
+}
diff --git a/artifacts/evidence/accuracy/P1/frontend-build.txt b/artifacts/evidence/accuracy/P1/frontend-build.txt
index 3dec540d..93f27f37 100644
--- a/artifacts/evidence/accuracy/P1/frontend-build.txt
+++ b/artifacts/evidence/accuracy/P1/frontend-build.txt
@@ -1,31 +1,31 @@
-command=npm run build
-exit_code=0
-captured_at=2026-08-01T18:34:50.3212385+02:00
-
-
-> geointel-frontend@1.0.0 build
-> tsc -b && vite build
-
-vite v7.3.6 building client environment for production...
-transforming...
-✓ 1896 modules transformed.
-rendering chunks...
-computing gzip size...
-dist/index.html                                            0.98 kB │ gzip:   0.49 kB
-dist/assets/manrope-latin-500-normal-BYYD-dBL.woff2       14.04 kB
-dist/assets/manrope-latin-600-normal-4f0koTD-.woff2       14.17 kB
-dist/assets/manrope-latin-700-normal-BZp_XxE4.woff2       14.21 kB
-dist/assets/public-sans-latin-600-normal-Fru-LXNs.woff2   14.59 kB
-dist/assets/public-sans-latin-400-normal-8Rpg0ruU.woff2   14.63 kB
-dist/assets/public-sans-latin-500-normal-NlrCPXnF.woff2   14.66 kB
-dist/assets/manrope-latin-500-normal-DMZssgOp.woff        18.24 kB
-dist/assets/manrope-latin-600-normal-BqgrALkZ.woff        18.38 kB
-dist/assets/manrope-latin-700-normal-DGRFkw-m.woff        18.41 kB
-dist/assets/public-sans-latin-400-normal-SBbinRkI.woff    18.49 kB
-dist/assets/public-sans-latin-500-normal-vCxiVFAq.woff    18.52 kB
-dist/assets/public-sans-latin-600-normal-BR59oU-I.woff    18.56 kB
-dist/assets/index-BNS8Tp4f.css                           426.59 kB │ gzip:  69.40 kB
-dist/assets/vendor-CrqJdhs-.js                           140.80 kB │ gzip:  45.27 kB
-dist/assets/index-DR8RUeAl.js                            457.16 kB │ gzip: 119.71 kB
-dist/assets/maplibre-DEBTaTl_.js                         802.71 kB │ gzip: 217.71 kB
-✓ built in 9.80s
+command=npm run build
+exit_code=0
+captured_at=2026-08-01T18:34:50.3212385+02:00
+
+
+> geointel-frontend@1.0.0 build
+> tsc -b && vite build
+
+vite v7.3.6 building client environment for production...
+transforming...
+✓ 1896 modules transformed.
+rendering chunks...
+computing gzip size...
+dist/index.html                                            0.98 kB │ gzip:   0.49 kB
+dist/assets/manrope-latin-500-normal-BYYD-dBL.woff2       14.04 kB
+dist/assets/manrope-latin-600-normal-4f0koTD-.woff2       14.17 kB
+dist/assets/manrope-latin-700-normal-BZp_XxE4.woff2       14.21 kB
+dist/assets/public-sans-latin-600-normal-Fru-LXNs.woff2   14.59 kB
+dist/assets/public-sans-latin-400-normal-8Rpg0ruU.woff2   14.63 kB
+dist/assets/public-sans-latin-500-normal-NlrCPXnF.woff2   14.66 kB
+dist/assets/manrope-latin-500-normal-DMZssgOp.woff        18.24 kB
+dist/assets/manrope-latin-600-normal-BqgrALkZ.woff        18.38 kB
+dist/assets/manrope-latin-700-normal-DGRFkw-m.woff        18.41 kB
+dist/assets/public-sans-latin-400-normal-SBbinRkI.woff    18.49 kB
+dist/assets/public-sans-latin-500-normal-vCxiVFAq.woff    18.52 kB
+dist/assets/public-sans-latin-600-normal-BR59oU-I.woff    18.56 kB
+dist/assets/index-BNS8Tp4f.css                           426.59 kB │ gzip:  69.40 kB
+dist/assets/vendor-CrqJdhs-.js                           140.80 kB │ gzip:  45.27 kB
+dist/assets/index-DR8RUeAl.js                            457.16 kB │ gzip: 119.71 kB
+dist/assets/maplibre-DEBTaTl_.js                         802.71 kB │ gzip: 217.71 kB
+✓ built in 9.80s
diff --git a/artifacts/evidence/accuracy/P1/frontend-lint.txt b/artifacts/evidence/accuracy/P1/frontend-lint.txt
index a56abc94..523ad0cc 100644
--- a/artifacts/evidence/accuracy/P1/frontend-lint.txt
+++ b/artifacts/evidence/accuracy/P1/frontend-lint.txt
@@ -1,12 +1,12 @@
-command=npm run lint
-exit_code=1
-captured_at=2026-08-01T18:36:26.6162306+02:00
-
-npm error Missing script: "lint"
-npm error
-npm error Did you mean this?
-npm error   npm link # Symlink a package folder
-npm error
-npm error To see a list of scripts, run:
-npm error   npm run
-npm error A complete log of this run can be found in: C:\Users\Jens\AppData\Local\npm-cache\_logs\2026-08-01T16_36_25_353Z-debug-0.log
+command=npm run lint
+exit_code=1
+captured_at=2026-08-01T18:36:26.6162306+02:00
+
+npm error Missing script: "lint"
+npm error
+npm error Did you mean this?
+npm error   npm link # Symlink a package folder
+npm error
+npm error To see a list of scripts, run:
+npm error   npm run
+npm error A complete log of this run can be found in: C:\Users\Jens\AppData\Local\npm-cache\_logs\2026-08-01T16_36_25_353Z-debug-0.log
diff --git a/artifacts/evidence/accuracy/P1/frontend-typecheck.txt b/artifacts/evidence/accuracy/P1/frontend-typecheck.txt
index a4cdea08..fa691209 100644
--- a/artifacts/evidence/accuracy/P1/frontend-typecheck.txt
+++ b/artifacts/evidence/accuracy/P1/frontend-typecheck.txt
@@ -1,8 +1,8 @@
-command=npm run typecheck
-exit_code=0
-captured_at=2026-08-01T18:34:27.3623155+02:00
-
-
-> geointel-frontend@1.0.0 typecheck
-> tsc -p tsconfig.json --noEmit
-
+command=npm run typecheck
+exit_code=0
+captured_at=2026-08-01T18:34:27.3623155+02:00
+
+
+> geointel-frontend@1.0.0 typecheck
+> tsc -p tsconfig.json --noEmit
+
diff --git a/artifacts/evidence/accuracy/P1/frontend-vitest-unit.txt b/artifacts/evidence/accuracy/P1/frontend-vitest-unit.txt
index e545e134..81768fe4 100644
--- a/artifacts/evidence/accuracy/P1/frontend-vitest-unit.txt
+++ b/artifacts/evidence/accuracy/P1/frontend-vitest-unit.txt
@@ -1,35 +1,35 @@
-command=npm run test:unit
-exit_code=0
-captured_at=2026-08-01T18:35:24.4298867+02:00
-
-
-> geointel-frontend@1.0.0 test:unit
-> vitest run
-
-
- RUN  v3.2.6 C:/Projects/geointel/frontend
-
- ✓ src/lib/datasetCapabilities.test.ts (2 tests) 5ms
- ✓ src/lib/performanceBudget.test.ts (3 tests) 41ms
- ✓ src/components/map/mapWorkspaceUtils.test.ts (14 tests) 36ms
- ✓ src/hooks/useMapThemeSelectionInsights.test.ts (2 tests) 43ms
- ✓ src/hooks/useCoverageResolver.test.tsx (4 tests) 47ms
- ✓ src/hooks/useTemporalComparison.test.tsx (3 tests) 36ms
- ✓ src/components/WorkbenchStatusStrip.test.tsx (2 tests) 151ms
- ✓ src/hooks/useWorkbenchBootstrap.test.tsx (3 tests) 60ms
- ✓ src/components/map/LiveAnalysisJourney.test.tsx (3 tests) 59ms
- ✓ src/components/overview/ProjectAtlasIllustration.test.tsx (2 tests) 267ms
- ✓ src/components/models/ModelSelector.test.tsx (2 tests) 342ms
- ✓ src/components/detection/AiPipelineIllustration.test.tsx (1 test) 296ms
- ✓ src/components/auth/LandingProjectStory.test.tsx (2 tests) 332ms
- ✓ src/components/map/MunicipalitySearch.test.tsx (2 tests) 483ms
-   ✓ MunicipalitySearch > searches the official municipality catalog and activates a result  468ms
- ✓ src/components/auth/LandingPage.test.tsx (4 tests) 825ms
-   ✓ LandingPage > presents the professionalised landing page and submits the operator login  471ms
- ✓ src/lib/bathymetryRaster.test.ts (2 tests) 3ms
-
- Test Files  16 passed (16)
-      Tests  51 passed (51)
-   Start at  18:35:16
-   Duration  7.37s (transform 2.45s, setup 0ms, collect 14.66s, tests 3.03s, environment 45.46s, prepare 8.07s)
-
+command=npm run test:unit
+exit_code=0
+captured_at=2026-08-01T18:35:24.4298867+02:00
+
+
+> geointel-frontend@1.0.0 test:unit
+> vitest run
+
+
+ RUN  v3.2.6 C:/Projects/geointel/frontend
+
+ ✓ src/lib/datasetCapabilities.test.ts (2 tests) 5ms
+ ✓ src/lib/performanceBudget.test.ts (3 tests) 41ms
+ ✓ src/components/map/mapWorkspaceUtils.test.ts (14 tests) 36ms
+ ✓ src/hooks/useMapThemeSelectionInsights.test.ts (2 tests) 43ms
+ ✓ src/hooks/useCoverageResolver.test.tsx (4 tests) 47ms
+ ✓ src/hooks/useTemporalComparison.test.tsx (3 tests) 36ms
+ ✓ src/components/WorkbenchStatusStrip.test.tsx (2 tests) 151ms
+ ✓ src/hooks/useWorkbenchBootstrap.test.tsx (3 tests) 60ms
+ ✓ src/components/map/LiveAnalysisJourney.test.tsx (3 tests) 59ms
+ ✓ src/components/overview/ProjectAtlasIllustration.test.tsx (2 tests) 267ms
+ ✓ src/components/models/ModelSelector.test.tsx (2 tests) 342ms
+ ✓ src/components/detection/AiPipelineIllustration.test.tsx (1 test) 296ms
+ ✓ src/components/auth/LandingProjectStory.test.tsx (2 tests) 332ms
+ ✓ src/components/map/MunicipalitySearch.test.tsx (2 tests) 483ms
+   ✓ MunicipalitySearch > searches the official municipality catalog and activates a result  468ms
+ ✓ src/components/auth/LandingPage.test.tsx (4 tests) 825ms
+   ✓ LandingPage > presents the professionalised landing page and submits the operator login  471ms
+ ✓ src/lib/bathymetryRaster.test.ts (2 tests) 3ms
+
+ Test Files  16 passed (16)
+      Tests  51 passed (51)
+   Start at  18:35:16
+   Duration  7.37s (transform 2.45s, setup 0ms, collect 14.66s, tests 3.03s, environment 45.46s, prepare 8.07s)
+
diff --git a/artifacts/evidence/accuracy/P1/frontend-vitest.txt b/artifacts/evidence/accuracy/P1/frontend-vitest.txt
index 5e442b7d..8c753fea 100644
--- a/artifacts/evidence/accuracy/P1/frontend-vitest.txt
+++ b/artifacts/evidence/accuracy/P1/frontend-vitest.txt
@@ -1,9 +1,9 @@
-command=npm test -- --run
-exit_code=1
-captured_at=2026-08-01T18:34:11.9904224+02:00
-
-npm error Missing script: "test"
-npm error
-npm error To see a list of scripts, run:
-npm error   npm run
-npm error A complete log of this run can be found in: C:\Users\Jens\AppData\Local\npm-cache\_logs\2026-08-01T16_34_11_785Z-debug-0.log
+command=npm test -- --run
+exit_code=1
+captured_at=2026-08-01T18:34:11.9904224+02:00
+
+npm error Missing script: "test"
+npm error
+npm error To see a list of scripts, run:
+npm error   npm run
+npm error A complete log of this run can be found in: C:\Users\Jens\AppData\Local\npm-cache\_logs\2026-08-01T16_34_11_785Z-debug-0.log
diff --git a/artifacts/evidence/accuracy/P1/golden-qa-reproducibility.json b/artifacts/evidence/accuracy/P1/golden-qa-reproducibility.json
index fb815acd..212e9f25 100644
--- a/artifacts/evidence/accuracy/P1/golden-qa-reproducibility.json
+++ b/artifacts/evidence/accuracy/P1/golden-qa-reproducibility.json
@@ -1,11 +1,11 @@
-{
-  "schema_version": 1,
-  "command": "python scripts/run_golden_qa_benchmark.py --json",
-  "run_1_exit_code": 0,
-  "run_2_exit_code": 0,
-  "run_1_sha256": "ec96862b024987b59e56579920361582e718126b07885732335ac1b4d51b61bc",
-  "run_2_sha256": "4f900711a706dd56dd16b368e261761051f6d52a38bfd421e7d1c5f66ee51e49",
-  "byte_identical": false,
-  "semantic_results_equal": true,
-  "interpretation": "Metric values are stable, but UUID4-backed run identity makes retained JSON byte-nondeterministic."
-}
+{
+  "schema_version": 1,
+  "command": "python scripts/run_golden_qa_benchmark.py --json",
+  "run_1_exit_code": 0,
+  "run_2_exit_code": 0,
+  "run_1_sha256": "ec96862b024987b59e56579920361582e718126b07885732335ac1b4d51b61bc",
+  "run_2_sha256": "4f900711a706dd56dd16b368e261761051f6d52a38bfd421e7d1c5f66ee51e49",
+  "byte_identical": false,
+  "semantic_results_equal": true,
+  "interpretation": "Metric values are stable, but UUID4-backed run identity makes retained JSON byte-nondeterministic."
+}
diff --git a/artifacts/evidence/accuracy/P1/golden-qa-run-1.json b/artifacts/evidence/accuracy/P1/golden-qa-run-1.json
index 32df93ab..40780ba9 100644
--- a/artifacts/evidence/accuracy/P1/golden-qa-run-1.json
+++ b/artifacts/evidence/accuracy/P1/golden-qa-run-1.json
@@ -1,177 +1,177 @@
-{
-  "benchmark_id": "golden-buildings-partial-match-v1",
-  "fixtures": {
-    "candidate": "fixtures/golden/predicted_buildings.geojson",
-    "reference": "fixtures/golden/reference_buildings.geojson"
-  },
-  "metrics": {
-    "f1": 0.5,
-    "false_negative_count": 1,
-    "false_positive_count": 1,
-    "mean_iou": 0.8339768339652592,
-    "precision": 0.5,
-    "recall": 0.5
-  },
-  "persistence": {
-    "commit_count": 4,
-    "metric_count": 24,
-    "metric_keys": [
-      "f1",
-      "false_negative_count",
-      "false_positive_count",
-      "mean_iou",
-      "precision",
-      "recall"
-    ],
-    "quality_check_count": 4
-  },
-  "scenario_count": 4,
-  "scenarios": [
-    {
-      "benchmark_id": "golden-buildings-partial-match-v1",
-      "description": "Two reference building polygons and two candidate building polygons: one candidate matches ref-1, one candidate is a false positive, and ref-2 is a false negative.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings.geojson",
-        "reference": "fixtures/golden/reference_buildings.geojson"
-      },
-      "metrics": {
-        "f1": 0.5,
-        "false_negative_count": 1,
-        "false_positive_count": 1,
-        "mean_iou": 0.8339768339652592,
-        "precision": 0.5,
-        "recall": 0.5
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "5fe92da9-2d8d-46a4-9992-2de89e3cf511",
-      "result_counts": {
-        "candidate_feature_count": 2,
-        "matches": 1,
-        "reference_feature_count": 2
-      },
-      "status": "passed"
-    },
-    {
-      "benchmark_id": "golden-buildings-perfect-match-v1",
-      "description": "One candidate building polygon exactly matches one reference polygon.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings_perfect.geojson",
-        "reference": "fixtures/golden/reference_buildings_perfect.geojson"
-      },
-      "metrics": {
-        "f1": 1.0,
-        "false_negative_count": 0,
-        "false_positive_count": 0,
-        "mean_iou": 1.0,
-        "precision": 1.0,
-        "recall": 1.0
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "7b8c1444-31e6-4780-92cb-f2060f4a4048",
-      "result_counts": {
-        "candidate_feature_count": 1,
-        "matches": 1,
-        "reference_feature_count": 1
-      },
-      "status": "passed"
-    },
-    {
-      "benchmark_id": "golden-buildings-no-overlap-v1",
-      "description": "One candidate polygon and one reference polygon do not overlap.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings_no_overlap.geojson",
-        "reference": "fixtures/golden/reference_buildings_no_overlap.geojson"
-      },
-      "metrics": {
-        "f1": null,
-        "false_negative_count": 1,
-        "false_positive_count": 1,
-        "mean_iou": null,
-        "precision": 0.0,
-        "recall": 0.0
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "1ffb1817-b237-4ca8-aad7-ff3312ac7e03",
-      "result_counts": {
-        "candidate_feature_count": 1,
-        "matches": 0,
-        "reference_feature_count": 1
-      },
-      "status": "passed"
-    },
-    {
-      "benchmark_id": "golden-buildings-multipolygon-match-v1",
-      "description": "One candidate MultiPolygon exactly matches one reference MultiPolygon.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings_multipolygon.geojson",
-        "reference": "fixtures/golden/reference_buildings_multipolygon.geojson"
-      },
-      "metrics": {
-        "f1": 1.0,
-        "false_negative_count": 0,
-        "false_positive_count": 0,
-        "mean_iou": 1.0,
-        "precision": 1.0,
-        "recall": 1.0
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "60e6a321-2aaf-467b-9281-f30dd4179333",
-      "result_counts": {
-        "candidate_feature_count": 1,
-        "matches": 1,
-        "reference_feature_count": 1
-      },
-      "status": "passed"
-    }
-  ],
-  "status": "passed",
-  "version": 1
-}
+{
+  "benchmark_id": "golden-buildings-partial-match-v1",
+  "fixtures": {
+    "candidate": "fixtures/golden/predicted_buildings.geojson",
+    "reference": "fixtures/golden/reference_buildings.geojson"
+  },
+  "metrics": {
+    "f1": 0.5,
+    "false_negative_count": 1,
+    "false_positive_count": 1,
+    "mean_iou": 0.8339768339652592,
+    "precision": 0.5,
+    "recall": 0.5
+  },
+  "persistence": {
+    "commit_count": 4,
+    "metric_count": 24,
+    "metric_keys": [
+      "f1",
+      "false_negative_count",
+      "false_positive_count",
+      "mean_iou",
+      "precision",
+      "recall"
+    ],
+    "quality_check_count": 4
+  },
+  "scenario_count": 4,
+  "scenarios": [
+    {
+      "benchmark_id": "golden-buildings-partial-match-v1",
+      "description": "Two reference building polygons and two candidate building polygons: one candidate matches ref-1, one candidate is a false positive, and ref-2 is a false negative.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings.geojson",
+        "reference": "fixtures/golden/reference_buildings.geojson"
+      },
+      "metrics": {
+        "f1": 0.5,
+        "false_negative_count": 1,
+        "false_positive_count": 1,
+        "mean_iou": 0.8339768339652592,
+        "precision": 0.5,
+        "recall": 0.5
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "5fe92da9-2d8d-46a4-9992-2de89e3cf511",
+      "result_counts": {
+        "candidate_feature_count": 2,
+        "matches": 1,
+        "reference_feature_count": 2
+      },
+      "status": "passed"
+    },
+    {
+      "benchmark_id": "golden-buildings-perfect-match-v1",
+      "description": "One candidate building polygon exactly matches one reference polygon.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings_perfect.geojson",
+        "reference": "fixtures/golden/reference_buildings_perfect.geojson"
+      },
+      "metrics": {
+        "f1": 1.0,
+        "false_negative_count": 0,
+        "false_positive_count": 0,
+        "mean_iou": 1.0,
+        "precision": 1.0,
+        "recall": 1.0
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "7b8c1444-31e6-4780-92cb-f2060f4a4048",
+      "result_counts": {
+        "candidate_feature_count": 1,
+        "matches": 1,
+        "reference_feature_count": 1
+      },
+      "status": "passed"
+    },
+    {
+      "benchmark_id": "golden-buildings-no-overlap-v1",
+      "description": "One candidate polygon and one reference polygon do not overlap.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings_no_overlap.geojson",
+        "reference": "fixtures/golden/reference_buildings_no_overlap.geojson"
+      },
+      "metrics": {
+        "f1": null,
+        "false_negative_count": 1,
+        "false_positive_count": 1,
+        "mean_iou": null,
+        "precision": 0.0,
+        "recall": 0.0
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "1ffb1817-b237-4ca8-aad7-ff3312ac7e03",
+      "result_counts": {
+        "candidate_feature_count": 1,
+        "matches": 0,
+        "reference_feature_count": 1
+      },
+      "status": "passed"
+    },
+    {
+      "benchmark_id": "golden-buildings-multipolygon-match-v1",
+      "description": "One candidate MultiPolygon exactly matches one reference MultiPolygon.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings_multipolygon.geojson",
+        "reference": "fixtures/golden/reference_buildings_multipolygon.geojson"
+      },
+      "metrics": {
+        "f1": 1.0,
+        "false_negative_count": 0,
+        "false_positive_count": 0,
+        "mean_iou": 1.0,
+        "precision": 1.0,
+        "recall": 1.0
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "60e6a321-2aaf-467b-9281-f30dd4179333",
+      "result_counts": {
+        "candidate_feature_count": 1,
+        "matches": 1,
+        "reference_feature_count": 1
+      },
+      "status": "passed"
+    }
+  ],
+  "status": "passed",
+  "version": 1
+}
diff --git a/artifacts/evidence/accuracy/P1/golden-qa-run-2.json b/artifacts/evidence/accuracy/P1/golden-qa-run-2.json
index ac4d319f..cd794e48 100644
--- a/artifacts/evidence/accuracy/P1/golden-qa-run-2.json
+++ b/artifacts/evidence/accuracy/P1/golden-qa-run-2.json
@@ -1,177 +1,177 @@
-{
-  "benchmark_id": "golden-buildings-partial-match-v1",
-  "fixtures": {
-    "candidate": "fixtures/golden/predicted_buildings.geojson",
-    "reference": "fixtures/golden/reference_buildings.geojson"
-  },
-  "metrics": {
-    "f1": 0.5,
-    "false_negative_count": 1,
-    "false_positive_count": 1,
-    "mean_iou": 0.8339768339652592,
-    "precision": 0.5,
-    "recall": 0.5
-  },
-  "persistence": {
-    "commit_count": 4,
-    "metric_count": 24,
-    "metric_keys": [
-      "f1",
-      "false_negative_count",
-      "false_positive_count",
-      "mean_iou",
-      "precision",
-      "recall"
-    ],
-    "quality_check_count": 4
-  },
-  "scenario_count": 4,
-  "scenarios": [
-    {
-      "benchmark_id": "golden-buildings-partial-match-v1",
-      "description": "Two reference building polygons and two candidate building polygons: one candidate matches ref-1, one candidate is a false positive, and ref-2 is a false negative.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings.geojson",
-        "reference": "fixtures/golden/reference_buildings.geojson"
-      },
-      "metrics": {
-        "f1": 0.5,
-        "false_negative_count": 1,
-        "false_positive_count": 1,
-        "mean_iou": 0.8339768339652592,
-        "precision": 0.5,
-        "recall": 0.5
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "8d030591-a701-46ee-ae59-7f529db053d3",
-      "result_counts": {
-        "candidate_feature_count": 2,
-        "matches": 1,
-        "reference_feature_count": 2
-      },
-      "status": "passed"
-    },
-    {
-      "benchmark_id": "golden-buildings-perfect-match-v1",
-      "description": "One candidate building polygon exactly matches one reference polygon.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings_perfect.geojson",
-        "reference": "fixtures/golden/reference_buildings_perfect.geojson"
-      },
-      "metrics": {
-        "f1": 1.0,
-        "false_negative_count": 0,
-        "false_positive_count": 0,
-        "mean_iou": 1.0,
-        "precision": 1.0,
-        "recall": 1.0
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "bc99f243-ee42-40bf-ad71-22da29e5278f",
-      "result_counts": {
-        "candidate_feature_count": 1,
-        "matches": 1,
-        "reference_feature_count": 1
-      },
-      "status": "passed"
-    },
-    {
-      "benchmark_id": "golden-buildings-no-overlap-v1",
-      "description": "One candidate polygon and one reference polygon do not overlap.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings_no_overlap.geojson",
-        "reference": "fixtures/golden/reference_buildings_no_overlap.geojson"
-      },
-      "metrics": {
-        "f1": null,
-        "false_negative_count": 1,
-        "false_positive_count": 1,
-        "mean_iou": null,
-        "precision": 0.0,
-        "recall": 0.0
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "b12249f0-24e3-4bbf-837a-e4a962d1bca9",
-      "result_counts": {
-        "candidate_feature_count": 1,
-        "matches": 0,
-        "reference_feature_count": 1
-      },
-      "status": "passed"
-    },
-    {
-      "benchmark_id": "golden-buildings-multipolygon-match-v1",
-      "description": "One candidate MultiPolygon exactly matches one reference MultiPolygon.",
-      "fixtures": {
-        "candidate": "fixtures/golden/predicted_buildings_multipolygon.geojson",
-        "reference": "fixtures/golden/reference_buildings_multipolygon.geojson"
-      },
-      "metrics": {
-        "f1": 1.0,
-        "false_negative_count": 0,
-        "false_positive_count": 0,
-        "mean_iou": 1.0,
-        "precision": 1.0,
-        "recall": 1.0
-      },
-      "persistence": {
-        "commit_count": 1,
-        "metric_count": 6,
-        "metric_keys": [
-          "precision",
-          "recall",
-          "f1",
-          "mean_iou",
-          "false_positive_count",
-          "false_negative_count"
-        ],
-        "quality_check_count": 1
-      },
-      "quality_check_id": "4dabce04-4c65-4dac-807d-9f9cbaa8c72f",
-      "result_counts": {
-        "candidate_feature_count": 1,
-        "matches": 1,
-        "reference_feature_count": 1
-      },
-      "status": "passed"
-    }
-  ],
-  "status": "passed",
-  "version": 1
-}
+{
+  "benchmark_id": "golden-buildings-partial-match-v1",
+  "fixtures": {
+    "candidate": "fixtures/golden/predicted_buildings.geojson",
+    "reference": "fixtures/golden/reference_buildings.geojson"
+  },
+  "metrics": {
+    "f1": 0.5,
+    "false_negative_count": 1,
+    "false_positive_count": 1,
+    "mean_iou": 0.8339768339652592,
+    "precision": 0.5,
+    "recall": 0.5
+  },
+  "persistence": {
+    "commit_count": 4,
+    "metric_count": 24,
+    "metric_keys": [
+      "f1",
+      "false_negative_count",
+      "false_positive_count",
+      "mean_iou",
+      "precision",
+      "recall"
+    ],
+    "quality_check_count": 4
+  },
+  "scenario_count": 4,
+  "scenarios": [
+    {
+      "benchmark_id": "golden-buildings-partial-match-v1",
+      "description": "Two reference building polygons and two candidate building polygons: one candidate matches ref-1, one candidate is a false positive, and ref-2 is a false negative.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings.geojson",
+        "reference": "fixtures/golden/reference_buildings.geojson"
+      },
+      "metrics": {
+        "f1": 0.5,
+        "false_negative_count": 1,
+        "false_positive_count": 1,
+        "mean_iou": 0.8339768339652592,
+        "precision": 0.5,
+        "recall": 0.5
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "8d030591-a701-46ee-ae59-7f529db053d3",
+      "result_counts": {
+        "candidate_feature_count": 2,
+        "matches": 1,
+        "reference_feature_count": 2
+      },
+      "status": "passed"
+    },
+    {
+      "benchmark_id": "golden-buildings-perfect-match-v1",
+      "description": "One candidate building polygon exactly matches one reference polygon.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings_perfect.geojson",
+        "reference": "fixtures/golden/reference_buildings_perfect.geojson"
+      },
+      "metrics": {
+        "f1": 1.0,
+        "false_negative_count": 0,
+        "false_positive_count": 0,
+        "mean_iou": 1.0,
+        "precision": 1.0,
+        "recall": 1.0
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "bc99f243-ee42-40bf-ad71-22da29e5278f",
+      "result_counts": {
+        "candidate_feature_count": 1,
+        "matches": 1,
+        "reference_feature_count": 1
+      },
+      "status": "passed"
+    },
+    {
+      "benchmark_id": "golden-buildings-no-overlap-v1",
+      "description": "One candidate polygon and one reference polygon do not overlap.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings_no_overlap.geojson",
+        "reference": "fixtures/golden/reference_buildings_no_overlap.geojson"
+      },
+      "metrics": {
+        "f1": null,
+        "false_negative_count": 1,
+        "false_positive_count": 1,
+        "mean_iou": null,
+        "precision": 0.0,
+        "recall": 0.0
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "b12249f0-24e3-4bbf-837a-e4a962d1bca9",
+      "result_counts": {
+        "candidate_feature_count": 1,
+        "matches": 0,
+        "reference_feature_count": 1
+      },
+      "status": "passed"
+    },
+    {
+      "benchmark_id": "golden-buildings-multipolygon-match-v1",
+      "description": "One candidate MultiPolygon exactly matches one reference MultiPolygon.",
+      "fixtures": {
+        "candidate": "fixtures/golden/predicted_buildings_multipolygon.geojson",
+        "reference": "fixtures/golden/reference_buildings_multipolygon.geojson"
+      },
+      "metrics": {
+        "f1": 1.0,
+        "false_negative_count": 0,
+        "false_positive_count": 0,
+        "mean_iou": 1.0,
+        "precision": 1.0,
+        "recall": 1.0
+      },
+      "persistence": {
+        "commit_count": 1,
+        "metric_count": 6,
+        "metric_keys": [
+          "precision",
+          "recall",
+          "f1",
+          "mean_iou",
+          "false_positive_count",
+          "false_negative_count"
+        ],
+        "quality_check_count": 1
+      },
+      "quality_check_id": "4dabce04-4c65-4dac-807d-9f9cbaa8c72f",
+      "result_counts": {
+        "candidate_feature_count": 1,
+        "matches": 1,
+        "reference_feature_count": 1
+      },
+      "status": "passed"
+    }
+  ],
+  "status": "passed",
+  "version": 1
+}
diff --git a/artifacts/evidence/accuracy/P1/local-artifact-inventory.json b/artifacts/evidence/accuracy/P1/local-artifact-inventory.json
index bc64e20a..8f65d2d3 100644
--- a/artifacts/evidence/accuracy/P1/local-artifact-inventory.json
+++ b/artifacts/evidence/accuracy/P1/local-artifact-inventory.json
@@ -1,1774 +1,1774 @@
-{
-  "file_count": 193,
-  "limitations": [
-    "Ignored Tower corpora and mounted model volumes can be absent locally.",
-    "Large/non-evidence files are inventoried without a SHA-256 above the configured ceiling.",
-    "Near-duplicate imagery and semantic label quality need dedicated corpus checks."
-  ],
-  "model_checkpoint_count": 0,
-  "records": [
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-      "modified_at": "2026-07-27T21:27:11.549082+00:00",
-      "path": "models/.gitkeep",
-      "role": "other",
-      "sha256": null,
-      "size_bytes": 0,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-27T21:27:04.523871+00:00",
-      "path": "datasets/.gitkeep",
-      "role": "other",
-      "sha256": null,
-      "size_bytes": 0,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-27T21:27:04.564000+00:00",
-      "path": "datasets/cache/.gitkeep",
-      "role": "other",
-      "sha256": null,
-      "size_bytes": 0,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-27T21:27:04.548962+00:00",
-      "path": "datasets/processed/.gitkeep",
-      "role": "other",
-      "sha256": null,
-      "size_bytes": 0,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-27T21:27:04.536906+00:00",
-      "path": "datasets/raw/.gitkeep",
-      "role": "other",
-      "sha256": null,
-      "size_bytes": 0,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-27T21:27:04.437926+00:00",
-      "path": "data/browser-verify.db",
-      "role": "database_runtime_state",
-      "sha256": null,
-      "size_bytes": 4096,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-14T16:28:34.004597+00:00",
-      "path": "data/browser-verify.db-shm",
-      "role": "database_runtime_state",
-      "sha256": null,
-      "size_bytes": 32768,
-      "tracked": true
-    },
-    {
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-      "modified_at": "2026-07-14T16:30:17.138871+00:00",
-      "path": "data/browser-verify.db-wal",
-      "role": "database_runtime_state",
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-    {
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-      "path": "data/codex-sidebar-qa.db",
-      "role": "database_runtime_state",
-      "sha256": null,
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-      "tracked": true
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-    {
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-      "modified_at": "2026-07-21T22:26:54.332153+00:00",
-      "path": "data/codex-sidebar-qa.db-shm",
-      "role": "database_runtime_state",
-      "sha256": null,
-      "size_bytes": 32768,
-      "tracked": true
-    },
-    {
-      "hash_omission_reason": "suffix_or_size_limit",
-      "modified_at": "2026-07-21T22:44:05.422648+00:00",
-      "path": "data/codex-sidebar-qa.db-wal",
-      "role": "database_runtime_state",
-      "sha256": null,
-      "size_bytes": 309032,
-      "tracked": true
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-    {
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-      "modified_at": "2026-07-27T21:27:04.384087+00:00",
-      "path": "data/dockdeck.db",
-      "role": "database_runtime_state",
-      "sha256": null,
-      "size_bytes": 4096,
-      "tracked": true
-    },
-    {
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-      "modified_at": "2026-07-22T13:46:28.737625+00:00",
-      "path": "data/dockdeck.db-shm",
-      "role": "database_runtime_state",
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-      "tracked": true
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-      "modified_at": "2026-07-22T13:46:28.744782+00:00",
-      "path": "data/dockdeck.db-wal",
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-      "tracked": true
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-    {
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-      "modified_at": "2026-07-27T21:27:04.493640+00:00",
-      "path": "data/e2e-canon-v1.db",
-      "role": "database_runtime_state",
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diff --git a/artifacts/evidence/accuracy/P1/openapi-contract-audit.txt b/artifacts/evidence/accuracy/P1/openapi-contract-audit.txt
index 1622cc90..6b8f8479 100644
--- a/artifacts/evidence/accuracy/P1/openapi-contract-audit.txt
+++ b/artifacts/evidence/accuracy/P1/openapi-contract-audit.txt
@@ -1,5 +1,5 @@
-command=python scripts/audit_api_contracts.py
-exit_code=0
-captured_at=2026-08-01T18:37:24.4984309+02:00
-
-API contract audit OK: 147 implemented routes match docs; 10 explicit non-envelope endpoints tracked.
+command=python scripts/audit_api_contracts.py
+exit_code=0
+captured_at=2026-08-01T18:37:24.4984309+02:00
+
+API contract audit OK: 147 implemented routes match docs; 10 explicit non-envelope endpoints tracked.
diff --git a/artifacts/evidence/accuracy/P1/phase1-baseline-summary.json b/artifacts/evidence/accuracy/P1/phase1-baseline-summary.json
index 945c439b..7a78581b 100644
--- a/artifacts/evidence/accuracy/P1/phase1-baseline-summary.json
+++ b/artifacts/evidence/accuracy/P1/phase1-baseline-summary.json
@@ -1,36 +1,36 @@
-{
-  "baseline_scope": [
-    "tracked repository state",
-    "static code/test/migration inventory",
-    "tracked mirror comparison",
-    "local artifact inventory",
-    "mock/fixture/placeholder/fallback triage signals"
-  ],
-  "finding_count": 2,
-  "findings": [
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-        "tracked_mirror_file_count": 1153
-      },
-      "id": "P1-REPO-001",
-      "severity": "high",
-      "title": "Tracked nested repository mirror creates ambiguous source state"
-    },
-    {
-      "id": "P1-ML-LOCAL-001",
-      "interpretation": "Production model truth must be verified on the mounted Tower volume.",
-      "severity": "info",
-      "title": "No local checkpoint is available in the repository checkout"
-    }
-  ],
-  "generated_at": "2026-08-01T15:53:53.482303+00:00",
-  "schema_version": 1,
-  "separate_required_evidence": [
-    "Tower database/storage audit",
-    "Tower CUDA/model preflight and representative inference",
-    "corpus leakage/duplicate/label/time review",
-    "independent human visual review"
-  ],
-  "status": "findings_present"
-}
+{
+  "baseline_scope": [
+    "tracked repository state",
+    "static code/test/migration inventory",
+    "tracked mirror comparison",
+    "local artifact inventory",
+    "mock/fixture/placeholder/fallback triage signals"
+  ],
+  "finding_count": 2,
+  "findings": [
+    {
+      "evidence": {
+        "paired_different_file_count": 68,
+        "tracked_mirror_file_count": 1153
+      },
+      "id": "P1-REPO-001",
+      "severity": "high",
+      "title": "Tracked nested repository mirror creates ambiguous source state"
+    },
+    {
+      "id": "P1-ML-LOCAL-001",
+      "interpretation": "Production model truth must be verified on the mounted Tower volume.",
+      "severity": "info",
+      "title": "No local checkpoint is available in the repository checkout"
+    }
+  ],
+  "generated_at": "2026-08-01T15:53:53.482303+00:00",
+  "schema_version": 1,
+  "separate_required_evidence": [
+    "Tower database/storage audit",
+    "Tower CUDA/model preflight and representative inference",
+    "corpus leakage/duplicate/label/time review",
+    "independent human visual review"
+  ],
+  "status": "findings_present"
+}
diff --git a/artifacts/evidence/accuracy/P1/phase1-tooling-tests.txt b/artifacts/evidence/accuracy/P1/phase1-tooling-tests.txt
index a642971a..c125d88f 100644
--- a/artifacts/evidence/accuracy/P1/phase1-tooling-tests.txt
+++ b/artifacts/evidence/accuracy/P1/phase1-tooling-tests.txt
@@ -1,6 +1,6 @@
-command=python -m pytest tests/test_accuracy_phase1_baseline.py -q -p no:cacheprovider
-exit_code=0
-captured_at=2026-08-01T18:33:32.0526074+02:00
-
-....                                                                     [100%]
-4 passed in 1.24s
+command=python -m pytest tests/test_accuracy_phase1_baseline.py -q -p no:cacheprovider
+exit_code=0
+captured_at=2026-08-01T18:33:32.0526074+02:00
+
+....                                                                     [100%]
+4 passed in 1.24s
diff --git a/artifacts/evidence/accuracy/P1/repository-inventory.json b/artifacts/evidence/accuracy/P1/repository-inventory.json
index 718e914a..6ef21f18 100644
--- a/artifacts/evidence/accuracy/P1/repository-inventory.json
+++ b/artifacts/evidence/accuracy/P1/repository-inventory.json
@@ -1,651 +1,651 @@
-{
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-  "git": {
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-    "head": "0c019bb22f816db1e4b7a68379bcad08924d9a21",
-    "status_porcelain": [
-      " M .gitignore",
-      "?? .codex-artifacts/",
-      "?? scripts/run_accuracy_phase1_baseline.py"
-    ],
-    "top_level_tracked_counts": {
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-      ".dockerignore": 1,
-      ".env.example": 1,
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+    "risk": "The tracked geointel/ repository mirror can create ambiguous imports, stale tests and local/deployment drift; Docker excludes it but local tools may not.",
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+}
diff --git a/artifacts/evidence/accuracy/P1/repository-ruff-baseline.json b/artifacts/evidence/accuracy/P1/repository-ruff-baseline.json
index c464b1a9..b9136dfc 100644
--- a/artifacts/evidence/accuracy/P1/repository-ruff-baseline.json
+++ b/artifacts/evidence/accuracy/P1/repository-ruff-baseline.json
@@ -1,2226 +1,2226 @@
-[
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-    "fix": null,
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-    "fix": null,
-    "location": {
-      "column": 30,
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-    "message": "Multiple statements on one line (semicolon)",
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-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
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-    "location": {
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-    "message": "Multiple statements on one line (semicolon)",
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-    "cell": null,
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-    "end_location": {
-      "column": 45,
-      "row": 175
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 44,
-      "row": 175
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 175,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 67,
-      "row": 175
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 66,
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-    "message": "Multiple statements on one line (semicolon)",
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-    "cell": null,
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-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
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-    "message": "Multiple statements on one line (semicolon)",
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-  {
-    "cell": null,
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-    "end_location": {
-      "column": 27,
-      "row": 182
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 26,
-      "row": 182
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 182,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 80,
-      "row": 193
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 79,
-      "row": 193
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 193,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 61,
-      "row": 194
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 60,
-      "row": 194
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 194,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 86,
-      "row": 194
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 85,
-      "row": 194
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 194,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 77,
-      "row": 195
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 76,
-      "row": 195
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 195,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 99,
-      "row": 195
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 98,
-      "row": 195
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 195,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 28,
-      "row": 196
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 27,
-      "row": 196
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 196,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 29,
-      "row": 199
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 28,
-      "row": 199
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 199,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 41,
-      "row": 206
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 40,
-      "row": 206
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 206,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 26,
-      "row": 207
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 25,
-      "row": 207
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 207,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 51,
-      "row": 207
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 50,
-      "row": 207
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 207,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 27,
-      "row": 208
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 26,
-      "row": 208
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 208,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 53,
-      "row": 208
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 52,
-      "row": 208
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 208,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 41,
-      "row": 209
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 40,
-      "row": 209
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 209,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 62,
-      "row": 209
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 61,
-      "row": 209
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 209,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 45,
-      "row": 219
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 44,
-      "row": 219
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 219,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 30,
-      "row": 220
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 29,
-      "row": 220
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 220,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 56,
-      "row": 220
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 55,
-      "row": 220
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 220,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 27,
-      "row": 222
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 26,
-      "row": 222
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 222,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 53,
-      "row": 222
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 52,
-      "row": 222
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 222,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 41,
-      "row": 223
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 40,
-      "row": 223
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 223,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "E702",
-    "end_location": {
-      "column": 61,
-      "row": 223
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
-    "fix": null,
-    "location": {
-      "column": 60,
-      "row": 223
-    },
-    "message": "Multiple statements on one line (semicolon)",
-    "noqa_row": 223,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
-  },
-  {
-    "cell": null,
-    "code": "F401",
-    "end_location": {
-      "column": 18,
-      "row": 46
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\provision_regional_grb_context.py",
-    "fix": {
-      "applicability": "safe",
-      "edits": [
-        {
-          "content": "from provision_regional_grb_buildings import (\n    DEFAULT_API_URL,\n    DEFAULT_MAX_FEATURES_PER_MEMBER,\n    DEFAULT_MAX_TOTAL_FEATURES,\n    DEFAULT_OUTPUT_ROOT,\n    DEFAULT_PAGE_LIMIT,\n    DEFAULT_SCOPE_KEY,\n    GEOJSON_CRS,\n    GRB_ATTRIBUTION,\n    bounds_overlap,\n    build_member_geometries,\n    build_source_session,\n    ensure_backend_path,\n    list_paginated_items,\n    next_page_url,\n    observed_at,\n    reusable_manifest,\n    safe_slug,\n    sha256_file,\n    utc_now,\n    write_json_atomic,\n)",
-          "end_location": {
-            "column": 2,
-            "row": 52
-          },
-          "location": {
-            "column": 1,
-            "row": 30
-          }
-        }
-      ],
-      "message": "Remove unused import: `provision_regional_grb_buildings.response_data`"
-    },
-    "location": {
-      "column": 5,
-      "row": 46
-    },
-    "message": "`provision_regional_grb_buildings.response_data` imported but unused",
-    "noqa_row": 46,
-    "url": "https://docs.astral.sh/ruff/rules/unused-import"
-  },
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-    "cell": null,
-    "code": "F401",
-    "end_location": {
-      "column": 35,
-      "row": 26
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\provision_waterinfo_station_history.py",
-    "fix": {
-      "applicability": "safe",
-      "edits": [
-        {
-          "content": "from shapely.geometry import shape",
-          "end_location": {
-            "column": 51,
-            "row": 26
-          },
-          "location": {
-            "column": 1,
-            "row": 26
-          }
-        }
-      ],
-      "message": "Remove unused import"
-    },
-    "location": {
-      "column": 30,
-      "row": 26
-    },
-    "message": "`shapely.geometry.Point` imported but unused",
-    "noqa_row": 26,
-    "url": "https://docs.astral.sh/ruff/rules/unused-import"
-  },
-  {
-    "cell": null,
-    "code": "F401",
-    "end_location": {
-      "column": 44,
-      "row": 26
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\provision_waterinfo_station_history.py",
-    "fix": {
-      "applicability": "safe",
-      "edits": [
-        {
-          "content": "from shapely.geometry import shape",
-          "end_location": {
-            "column": 51,
-            "row": 26
-          },
-          "location": {
-            "column": 1,
-            "row": 26
-          }
-        }
-      ],
-      "message": "Remove unused import"
-    },
-    "location": {
-      "column": 37,
-      "row": 26
-    },
-    "message": "`shapely.geometry.mapping` imported but unused",
-    "noqa_row": 26,
-    "url": "https://docs.astral.sh/ruff/rules/unused-import"
-  },
-  {
-    "cell": null,
-    "code": "F401",
-    "end_location": {
-      "column": 23,
-      "row": 14
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\refine_yolo_labels_with_sam.py",
-    "fix": {
-      "applicability": "safe",
-      "edits": [
-        {
-          "content": "",
-          "end_location": {
-            "column": 1,
-            "row": 15
-          },
-          "location": {
-            "column": 1,
-            "row": 14
-          }
-        }
-      ],
-      "message": "Remove unused import: `typing.Any`"
-    },
-    "location": {
-      "column": 20,
-      "row": 14
-    },
-    "message": "`typing.Any` imported but unused",
-    "noqa_row": 14,
-    "url": "https://docs.astral.sh/ruff/rules/unused-import"
-  },
-  {
-    "cell": null,
-    "code": "F401",
-    "end_location": {
-      "column": 28,
-      "row": 15
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\run_golden_qa_benchmark.py",
-    "fix": {
-      "applicability": "safe",
-      "edits": [
-        {
-          "content": "from app.models import Dataset, Metric, QualityCheck",
-          "end_location": {
-            "column": 59,
-            "row": 15
-          },
-          "location": {
-            "column": 1,
-            "row": 15
-          }
-        }
-      ],
-      "message": "Remove unused import: `app.models.Area`"
-    },
-    "location": {
-      "column": 24,
-      "row": 15
-    },
-    "message": "`app.models.Area` imported but unused",
-    "noqa_row": 15,
-    "url": "https://docs.astral.sh/ruff/rules/unused-import"
-  },
-  {
-    "cell": null,
-    "code": "E402",
-    "end_location": {
-      "column": 40,
-      "row": 11
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\seed_demo_workflow.py",
-    "fix": null,
-    "location": {
-      "column": 1,
-      "row": 11
-    },
-    "message": "Module level import not at top of file",
-    "noqa_row": 11,
-    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
-  },
-  {
-    "cell": null,
-    "code": "E402",
-    "end_location": {
-      "column": 67,
-      "row": 12
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\seed_demo_workflow.py",
-    "fix": null,
-    "location": {
-      "column": 1,
-      "row": 12
-    },
-    "message": "Module level import not at top of file",
-    "noqa_row": 12,
-    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
-  },
-  {
-    "cell": null,
-    "code": "E701",
-    "end_location": {
-      "column": 12,
-      "row": 4
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\smoke_contracts.py",
-    "fix": null,
-    "location": {
-      "column": 11,
-      "row": 4
-    },
-    "message": "Multiple statements on one line (colon)",
-    "noqa_row": 4,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-colon"
-  },
-  {
-    "cell": null,
-    "code": "E701",
-    "end_location": {
-      "column": 12,
-      "row": 5
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\smoke_docs.py",
-    "fix": null,
-    "location": {
-      "column": 11,
-      "row": 5
-    },
-    "message": "Multiple statements on one line (colon)",
-    "noqa_row": 5,
-    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-colon"
-  },
-  {
-    "cell": null,
-    "code": "F401",
-    "end_location": {
-      "column": 49,
-      "row": 136
-    },
-    "filename": "C:\\Projects\\geointel\\scripts\\train_building_proposal_filter.py",
-    "fix": {
-      "applicability": "safe",
-      "edits": [
-        {
-          "content": "from torchvision import datasets",
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+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 172,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
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+    "message": "Multiple statements on one line (semicolon)",
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+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
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+  },
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+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 30,
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+    "message": "Multiple statements on one line (semicolon)",
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+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
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+      "row": 174
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
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+    "message": "Multiple statements on one line (semicolon)",
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+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
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+      "row": 175
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 44,
+      "row": 175
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+    "message": "Multiple statements on one line (semicolon)",
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+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
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+    "end_location": {
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+      "row": 175
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
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+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 175,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
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+    "end_location": {
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+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
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+    "location": {
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+    "message": "Multiple statements on one line (semicolon)",
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+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
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+    "end_location": {
+      "column": 27,
+      "row": 182
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 26,
+      "row": 182
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 182,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 80,
+      "row": 193
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 79,
+      "row": 193
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 193,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 61,
+      "row": 194
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 60,
+      "row": 194
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 194,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 86,
+      "row": 194
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 85,
+      "row": 194
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 194,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 77,
+      "row": 195
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 76,
+      "row": 195
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 195,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 99,
+      "row": 195
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 98,
+      "row": 195
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 195,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 28,
+      "row": 196
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 27,
+      "row": 196
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 196,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 29,
+      "row": 199
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 28,
+      "row": 199
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 199,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 41,
+      "row": 206
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 40,
+      "row": 206
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 206,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 26,
+      "row": 207
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 25,
+      "row": 207
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 207,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 51,
+      "row": 207
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 50,
+      "row": 207
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 207,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 27,
+      "row": 208
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 26,
+      "row": 208
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 208,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 53,
+      "row": 208
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 52,
+      "row": 208
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 208,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 41,
+      "row": 209
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 40,
+      "row": 209
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 209,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 62,
+      "row": 209
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 61,
+      "row": 209
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 209,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 45,
+      "row": 219
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 44,
+      "row": 219
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 219,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 30,
+      "row": 220
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 29,
+      "row": 220
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 220,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 56,
+      "row": 220
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 55,
+      "row": 220
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 220,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 27,
+      "row": 222
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 26,
+      "row": 222
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 222,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 53,
+      "row": 222
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 52,
+      "row": 222
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 222,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 41,
+      "row": 223
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 40,
+      "row": 223
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 223,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "E702",
+    "end_location": {
+      "column": 61,
+      "row": 223
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\create_portfolio_case_study.py",
+    "fix": null,
+    "location": {
+      "column": 60,
+      "row": 223
+    },
+    "message": "Multiple statements on one line (semicolon)",
+    "noqa_row": 223,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon"
+  },
+  {
+    "cell": null,
+    "code": "F401",
+    "end_location": {
+      "column": 18,
+      "row": 46
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\provision_regional_grb_context.py",
+    "fix": {
+      "applicability": "safe",
+      "edits": [
+        {
+          "content": "from provision_regional_grb_buildings import (\n    DEFAULT_API_URL,\n    DEFAULT_MAX_FEATURES_PER_MEMBER,\n    DEFAULT_MAX_TOTAL_FEATURES,\n    DEFAULT_OUTPUT_ROOT,\n    DEFAULT_PAGE_LIMIT,\n    DEFAULT_SCOPE_KEY,\n    GEOJSON_CRS,\n    GRB_ATTRIBUTION,\n    bounds_overlap,\n    build_member_geometries,\n    build_source_session,\n    ensure_backend_path,\n    list_paginated_items,\n    next_page_url,\n    observed_at,\n    reusable_manifest,\n    safe_slug,\n    sha256_file,\n    utc_now,\n    write_json_atomic,\n)",
+          "end_location": {
+            "column": 2,
+            "row": 52
+          },
+          "location": {
+            "column": 1,
+            "row": 30
+          }
+        }
+      ],
+      "message": "Remove unused import: `provision_regional_grb_buildings.response_data`"
+    },
+    "location": {
+      "column": 5,
+      "row": 46
+    },
+    "message": "`provision_regional_grb_buildings.response_data` imported but unused",
+    "noqa_row": 46,
+    "url": "https://docs.astral.sh/ruff/rules/unused-import"
+  },
+  {
+    "cell": null,
+    "code": "F401",
+    "end_location": {
+      "column": 35,
+      "row": 26
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\provision_waterinfo_station_history.py",
+    "fix": {
+      "applicability": "safe",
+      "edits": [
+        {
+          "content": "from shapely.geometry import shape",
+          "end_location": {
+            "column": 51,
+            "row": 26
+          },
+          "location": {
+            "column": 1,
+            "row": 26
+          }
+        }
+      ],
+      "message": "Remove unused import"
+    },
+    "location": {
+      "column": 30,
+      "row": 26
+    },
+    "message": "`shapely.geometry.Point` imported but unused",
+    "noqa_row": 26,
+    "url": "https://docs.astral.sh/ruff/rules/unused-import"
+  },
+  {
+    "cell": null,
+    "code": "F401",
+    "end_location": {
+      "column": 44,
+      "row": 26
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\provision_waterinfo_station_history.py",
+    "fix": {
+      "applicability": "safe",
+      "edits": [
+        {
+          "content": "from shapely.geometry import shape",
+          "end_location": {
+            "column": 51,
+            "row": 26
+          },
+          "location": {
+            "column": 1,
+            "row": 26
+          }
+        }
+      ],
+      "message": "Remove unused import"
+    },
+    "location": {
+      "column": 37,
+      "row": 26
+    },
+    "message": "`shapely.geometry.mapping` imported but unused",
+    "noqa_row": 26,
+    "url": "https://docs.astral.sh/ruff/rules/unused-import"
+  },
+  {
+    "cell": null,
+    "code": "F401",
+    "end_location": {
+      "column": 23,
+      "row": 14
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\refine_yolo_labels_with_sam.py",
+    "fix": {
+      "applicability": "safe",
+      "edits": [
+        {
+          "content": "",
+          "end_location": {
+            "column": 1,
+            "row": 15
+          },
+          "location": {
+            "column": 1,
+            "row": 14
+          }
+        }
+      ],
+      "message": "Remove unused import: `typing.Any`"
+    },
+    "location": {
+      "column": 20,
+      "row": 14
+    },
+    "message": "`typing.Any` imported but unused",
+    "noqa_row": 14,
+    "url": "https://docs.astral.sh/ruff/rules/unused-import"
+  },
+  {
+    "cell": null,
+    "code": "F401",
+    "end_location": {
+      "column": 28,
+      "row": 15
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\run_golden_qa_benchmark.py",
+    "fix": {
+      "applicability": "safe",
+      "edits": [
+        {
+          "content": "from app.models import Dataset, Metric, QualityCheck",
+          "end_location": {
+            "column": 59,
+            "row": 15
+          },
+          "location": {
+            "column": 1,
+            "row": 15
+          }
+        }
+      ],
+      "message": "Remove unused import: `app.models.Area`"
+    },
+    "location": {
+      "column": 24,
+      "row": 15
+    },
+    "message": "`app.models.Area` imported but unused",
+    "noqa_row": 15,
+    "url": "https://docs.astral.sh/ruff/rules/unused-import"
+  },
+  {
+    "cell": null,
+    "code": "E402",
+    "end_location": {
+      "column": 40,
+      "row": 11
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\seed_demo_workflow.py",
+    "fix": null,
+    "location": {
+      "column": 1,
+      "row": 11
+    },
+    "message": "Module level import not at top of file",
+    "noqa_row": 11,
+    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
+  },
+  {
+    "cell": null,
+    "code": "E402",
+    "end_location": {
+      "column": 67,
+      "row": 12
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\seed_demo_workflow.py",
+    "fix": null,
+    "location": {
+      "column": 1,
+      "row": 12
+    },
+    "message": "Module level import not at top of file",
+    "noqa_row": 12,
+    "url": "https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file"
+  },
+  {
+    "cell": null,
+    "code": "E701",
+    "end_location": {
+      "column": 12,
+      "row": 4
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\smoke_contracts.py",
+    "fix": null,
+    "location": {
+      "column": 11,
+      "row": 4
+    },
+    "message": "Multiple statements on one line (colon)",
+    "noqa_row": 4,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-colon"
+  },
+  {
+    "cell": null,
+    "code": "E701",
+    "end_location": {
+      "column": 12,
+      "row": 5
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\smoke_docs.py",
+    "fix": null,
+    "location": {
+      "column": 11,
+      "row": 5
+    },
+    "message": "Multiple statements on one line (colon)",
+    "noqa_row": 5,
+    "url": "https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-colon"
+  },
+  {
+    "cell": null,
+    "code": "F401",
+    "end_location": {
+      "column": 49,
+      "row": 136
+    },
+    "filename": "C:\\Projects\\geointel\\scripts\\train_building_proposal_filter.py",
+    "fix": {
+      "applicability": "safe",
+      "edits": [
+        {
+          "content": "from torchvision import datasets",
+          "end_location": {
+            "column": 49,
+            "row": 136
+          },
+          "location": {
+            "column": 5,
+            "row": 136
+          }
+        }
+      ],
+      "message": "Remove unused import: `torchvision.transforms`"
+    },
+    "location": {
+      "column": 39,
+      "row": 136
+    },
+    "message": "`torchvision.transforms` imported but unused",
+    "noqa_row": 136,
+    "url": "https://docs.astral.sh/ruff/rules/unused-import"
+  }
+]
diff --git a/artifacts/evidence/accuracy/P1/repository-ruff-baseline.txt b/artifacts/evidence/accuracy/P1/repository-ruff-baseline.txt
index 7f8ca6b2..b1466301 100644
--- a/artifacts/evidence/accuracy/P1/repository-ruff-baseline.txt
+++ b/artifacts/evidence/accuracy/P1/repository-ruff-baseline.txt
@@ -1,1088 +1,1088 @@
-command=python -m ruff check backend scripts tests
-exit_code=1
-captured_at=2026-08-01T18:34:08.5284079+02:00
-
-backend\app\models.py:1:1: F403 `from app.models import *` used; unable to detect undefined names
-  |
-1 | from app.models import *
-  | ^^^^^^^^^^^^^^^^^^^^^^^^ F403
-  |
-
-backend\app\schemas\__init__.py:101:5: F401 `.bathymetry.BathymetryRasterMetric` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
-    |
- 99 |     BathymetryProfileAcquireRequest,
-100 |     BathymetryProfileAcquisitionResult,
-101 |     BathymetryRasterMetric,
-    |     ^^^^^^^^^^^^^^^^^^^^^^ F401
-102 |     BathymetryRasterSelectionRequest,
-103 |     BathymetryRasterSelectionResponse,
-    |
-    = help: Add unused import `BathymetryRasterMetric` to __all__
-
-backend\app\schemas\__init__.py:102:5: F401 `.bathymetry.BathymetryRasterSelectionRequest` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
-    |
-100 |     BathymetryProfileAcquisitionResult,
-101 |     BathymetryRasterMetric,
-102 |     BathymetryRasterSelectionRequest,
-    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ F401
-103 |     BathymetryRasterSelectionResponse,
-104 |     BathymetryRasterSelectionSummary,
-    |
-    = help: Add unused import `BathymetryRasterSelectionRequest` to __all__
-
-backend\app\schemas\__init__.py:103:5: F401 `.bathymetry.BathymetryRasterSelectionResponse` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
-    |
-101 |     BathymetryRasterMetric,
-102 |     BathymetryRasterSelectionRequest,
-103 |     BathymetryRasterSelectionResponse,
-    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ F401
-104 |     BathymetryRasterSelectionSummary,
-105 |     BathymetrySourceProbeRead,
-    |
-    = help: Add unused import `BathymetryRasterSelectionResponse` to __all__
-
-backend\app\schemas\__init__.py:104:5: F401 `.bathymetry.BathymetryRasterSelectionSummary` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
-    |
-102 |     BathymetryRasterSelectionRequest,
-103 |     BathymetryRasterSelectionResponse,
-104 |     BathymetryRasterSelectionSummary,
-    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ F401
-105 |     BathymetrySourceProbeRead,
-106 |     BathymetrySourceRead,
-    |
-    = help: Add unused import `BathymetryRasterSelectionSummary` to __all__
-
-backend\app\services\aoi_operation_executor.py:56:26: E702 Multiple statements on one line (semicolon)
-   |
-54 |         partition = db.get(AoiOperationPartition, partition.id)
-55 |         partition.child_job_id = child.id
-56 |         db.add(partition); db.commit()
-   |                          ^ E702
-57 |         JobService.mark_running(db, child.id)
-58 |         try:
-   |
-
-backend\app\services\aoi_operation_service.py:210:37: E702 Multiple statements on one line (semicolon)
-    |
-208 |             return None
-209 |         now = datetime.now(timezone.utc)
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-    |                                     ^ E702
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-    |
-
-backend\app\services\aoi_operation_service.py:210:65: E702 Multiple statements on one line (semicolon)
-    |
-208 |             return None
-209 |         now = datetime.now(timezone.utc)
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-    |                                                                 ^ E702
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-    |
-
-backend\app\services\aoi_operation_service.py:210:95: E702 Multiple statements on one line (semicolon)
-    |
-208 |             return None
-209 |         now = datetime.now(timezone.utc)
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-    |                                                                                               ^ E702
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-    |
-
-backend\app\services\aoi_operation_service.py:211:37: E702 Multiple statements on one line (semicolon)
-    |
-209 |         now = datetime.now(timezone.utc)
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-    |                                     ^ E702
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-213 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:212:26: E702 Multiple statements on one line (semicolon)
-    |
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-    |                          ^ E702
-213 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:212:45: E702 Multiple statements on one line (semicolon)
-    |
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-    |                                             ^ E702
-213 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:212:58: E702 Multiple statements on one line (semicolon)
-    |
-210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
-211 |         operation.status = "running"; operation.started_at = operation.started_at or now
-212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
-    |                                                          ^ E702
-213 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:220:47: E702 Multiple statements on one line (semicolon)
-    |
-218 |         if partition.status != "running":
-219 |             raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can be checkpointed", status_code=409)
-220 |         partition.checkpoint_json = checkpoint; db.add(partition); db.commit(); db.refresh(partition)
-    |                                               ^ E702
-221 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:220:66: E702 Multiple statements on one line (semicolon)
-    |
-218 |         if partition.status != "running":
-219 |             raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can be checkpointed", status_code=409)
-220 |         partition.checkpoint_json = checkpoint; db.add(partition); db.commit(); db.refresh(partition)
-    |                                                                  ^ E702
-221 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:220:79: E702 Multiple statements on one line (semicolon)
-    |
-218 |         if partition.status != "running":
-219 |             raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can be checkpointed", status_code=409)
-220 |         partition.checkpoint_json = checkpoint; db.add(partition); db.commit(); db.refresh(partition)
-    |                                                                               ^ E702
-221 |         return partition
-    |
-
-backend\app\services\aoi_operation_service.py:230:63: E702 Multiple statements on one line (semicolon)
-    |
-228 | …     if partition.status != "running":
-229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
-230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
-    |                                                             ^ E702
-231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
-232 | …     return AoiOperationService.read(db, project_id, operation_id)
-    |
-
-backend\app\services\aoi_operation_service.py:230:95: E702 Multiple statements on one line (semicolon)
-    |
-228 | …     if partition.status != "running":
-229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
-230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
-    |                                                                                             ^ E702
-231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
-232 | …     return AoiOperationService.read(db, project_id, operation_id)
-    |
-
-backend\app\services\aoi_operation_service.py:231:26: E702 Multiple statements on one line (semicolon)
-    |
-229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
-230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
-231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
-    |                        ^ E702
-232 | …     return AoiOperationService.read(db, project_id, operation_id)
-    |
-
-backend\app\services\aoi_operation_service.py:231:39: E702 Multiple statements on one line (semicolon)
-    |
-229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
-230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
-231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
-    |                                     ^ E702
-232 | …     return AoiOperationService.read(db, project_id, operation_id)
-    |
-
-backend\app\services\aoi_operation_service.py:237:42: E702 Multiple statements on one line (semicolon)
-    |
-235 |     def fail(db, project_id: UUID, operation_id: UUID, partition_id: UUID, message: str, retryable: bool, details: dict):
-236 |         partition = AoiOperationService._partition_row(db, project_id, operation_id, partition_id)
-237 |         partition.error_message = message; partition.result_json = {"details": details}
-    |                                          ^ E702
-238 |         partition.status = "queued" if retryable and partition.attempt_count < partition.max_attempts else "failed"
-239 |         partition.finished_at = None if partition.status == "queued" else datetime.now(timezone.utc)
-    |
-
-backend\app\services\aoi_operation_service.py:240:26: E702 Multiple statements on one line (semicolon)
-    |
-238 |         partition.status = "queued" if retryable and partition.attempt_count < partition.max_attempts else "failed"
-239 |         partition.finished_at = None if partition.status == "queued" else datetime.now(timezone.utc)
-240 |         db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
-    |                          ^ E702
-241 |         return AoiOperationService.read(db, project_id, operation_id)
-    |
-
-backend\app\services\aoi_operation_service.py:240:39: E702 Multiple statements on one line (semicolon)
-    |
-238 |         partition.status = "queued" if retryable and partition.attempt_count < partition.max_attempts else "failed"
-239 |         partition.finished_at = None if partition.status == "queued" else datetime.now(timezone.utc)
-240 |         db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
-    |                                       ^ E702
-241 |         return AoiOperationService.read(db, project_id, operation_id)
-    |
-
-backend\app\services\aoi_operation_service.py:245:55: E702 Multiple statements on one line (semicolon)
-    |
-243 |     @staticmethod
-244 |     def _partition_row(db, project_id, operation_id, partition_id):
-245 |         operation = db.get(AoiOperation, operation_id); partition = db.get(AoiOperationPartition, partition_id)
-    |                                                       ^ E702
-246 |         if operation is None or operation.project_id != project_id or partition is None or partition.operation_id != operation_id:
-247 |             raise AppError(code="AOI_PARTITION_NOT_FOUND", message="AOI partition not found", status_code=404)
-    |
-
-backend\app\services\aoi_operation_service.py:272:41: E702 Multiple statements on one line (semicolon)
-    |
-270 | …     now = datetime.now(timezone.utc)
-271 | …     if statuses and all(status in {"success", "skipped"} for status in statuses):
-272 | …         operation.status = "success"; operation.finished_at = now; operation.error_message = None
-    |                                       ^ E702
-273 | …     elif "failed" in statuses and not any(status in {"queued", "running"} for status in statuses):
-274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
-    |
-
-backend\app\services\aoi_operation_service.py:272:70: E702 Multiple statements on one line (semicolon)
-    |
-270 | …     now = datetime.now(timezone.utc)
-271 | …     if statuses and all(status in {"success", "skipped"} for status in statuses):
-272 | …         operation.status = "success"; operation.finished_at = now; operation.error_message = None
-    |                                                                    ^ E702
-273 | …     elif "failed" in statuses and not any(status in {"queued", "running"} for status in statuses):
-274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
-    |
-
-backend\app\services\aoi_operation_service.py:274:119: E702 Multiple statements on one line (semicolon)
-    |
-272 | …         operation.status = "success"; operation.finished_at = now; operation.error_message = None
-273 | …     elif "failed" in statuses and not any(status in {"queued", "running"} for status in statuses):
-274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
-    |                                                                                                                     ^ E702
-275 | …         operation.error_message = "One or more bounded source partitions failed; inspect partition evidence."
-276 | …     db.add(operation); db.commit()
-    |
-
-backend\app\services\aoi_operation_service.py:276:26: E702 Multiple statements on one line (semicolon)
-    |
-274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
-275 | …         operation.error_message = "One or more bounded source partitions failed; inspect partition evidence."
-276 | …     db.add(operation); db.commit()
-    |                        ^ E702
-    |
-
-backend\app\services\demo_workflow_service.py:253:9: F841 Local variable `rasterio` is assigned to but never used
-    |
-251 |     def _create_demo_raster_bytes() -> bytes:
-252 |         numpy = importlib.import_module("numpy")
-253 |         rasterio = importlib.import_module("rasterio")
-    |         ^^^^^^^^ F841
-254 |         rasterio_io = importlib.import_module("rasterio.io")
-255 |         rasterio_transform = importlib.import_module("rasterio.transform")
-    |
-    = help: Remove assignment to unused variable `rasterio`
-
-backend\app\services\detection_review_service.py:4:20: F401 [*] `typing.Any` imported but unused
-  |
-3 | from collections import Counter
-4 | from typing import Any
-  |                    ^^^ F401
-5 | from uuid import UUID
-  |
-  = help: Remove unused import: `typing.Any`
-
-backend\app\services\qa_service.py:14:30: F401 [*] `shapely.geometry.shape` imported but unused
-   |
-12 | from shapely.ops import unary_union
-13 | from shapely.validation import make_valid
-14 | from shapely.geometry import shape
-   |                              ^^^^^ F401
-15 | from app.core.errors import AppError
-16 | from app.models import Area, Dataset
-   |
-   = help: Remove unused import: `shapely.geometry.shape`
-
-backend\app\services\thematic_raster_acquisition_service.py:409:20: F401 `rasterio` imported but unused; consider using `importlib.util.find_spec` to test for availability
-    |
-407 |             return coverages[0]
-408 |         try:
-409 |             import rasterio
-    |                    ^^^^^^^^ F401
-410 |             from rasterio.io import MemoryFile
-411 |             from rasterio.merge import merge
-    |
-    = help: Remove unused import: `rasterio`
-
-backend\scripts\cleanup_demo_artifacts.py:17:1: E402 Module level import not at top of file
-   |
-15 |     sys.path.insert(0, str(SCRIPTS_ROOT))
-16 |
-17 | from app.core.config import get_settings
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-18 | from app.db.session import SessionLocal
-19 | from app.models import Export, Project
-   |
-
-backend\scripts\cleanup_demo_artifacts.py:18:1: E402 Module level import not at top of file
-   |
-17 | from app.core.config import get_settings
-18 | from app.db.session import SessionLocal
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-19 | from app.models import Export, Project
-20 | from release_backup_guard import require_confirmation, verify_current_backup
-   |
-
-backend\scripts\cleanup_demo_artifacts.py:19:1: E402 Module level import not at top of file
-   |
-17 | from app.core.config import get_settings
-18 | from app.db.session import SessionLocal
-19 | from app.models import Export, Project
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-20 | from release_backup_guard import require_confirmation, verify_current_backup
-   |
-
-backend\scripts\cleanup_demo_artifacts.py:20:1: E402 Module level import not at top of file
-   |
-18 | from app.db.session import SessionLocal
-19 | from app.models import Export, Project
-20 | from release_backup_guard import require_confirmation, verify_current_backup
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-   |
-
-backend\tests\test_auth.py:189:5: F841 Local variable `client` is assigned to but never used
-    |
-188 | def test_guest_session_tokens_fail_closed_without_a_project_scope(monkeypatch) -> None:
-189 |     client = auth_client(monkeypatch, guest_access=True)
-    |     ^^^^^^ F841
-190 |     settings = get_settings()
-    |
-    = help: Remove assignment to unused variable `client`
-
-backend\tests\test_qa_service.py:5:19: F401 [*] `types.SimpleNamespace` imported but unused
-  |
-3 | import json
-4 | from pathlib import Path
-5 | from types import SimpleNamespace
-  |                   ^^^^^^^^^^^^^^^ F401
-6 | from uuid import uuid4
-  |
-  = help: Remove unused import: `types.SimpleNamespace`
-
-backend\tests\test_qa_service.py:8:24: F401 [*] `app.models.Area` imported but unused
-  |
-6 | from uuid import uuid4
-7 |
-8 | from app.models import Area, Dataset
-  |                        ^^^^ F401
-9 | from app.services.qa_service import QaService
-  |
-  = help: Remove unused import: `app.models.Area`
-
-backend\tests\test_raster_operations_service.py:3:19: F401 [*] `types.ModuleType` imported but unused
-  |
-1 | from __future__ import annotations
-2 |
-3 | from types import ModuleType, SimpleNamespace
-  |                   ^^^^^^^^^^ F401
-4 | from uuid import uuid4
-5 | from pathlib import Path
-  |
-  = help: Remove unused import: `types.ModuleType`
-
-backend\tests\test_sprint108_map_selection_derived_dataset.py:10:33: F401 [*] `app.models.VectorFeature` imported but unused
-   |
- 9 | from app.main import app
-10 | from app.models import Dataset, VectorFeature
-   |                                 ^^^^^^^^^^^^^ F401
-11 | from app.schemas.dataset import DatasetCreateResponse
-12 | from app.services.storage_service import StorageService
-   |
-   = help: Remove unused import: `app.models.VectorFeature`
-
-backend\tests\test_sprint205_agricultural_parcel_history.py:4:8: F401 [*] `json` imported but unused
-  |
-3 | import importlib.util
-4 | import json
-  |        ^^^^ F401
-5 | import sys
-6 | import zipfile
-  |
-  = help: Remove unused import: `json`
-
-backend\tests\test_sprint205_agricultural_parcel_history.py:79:9: F811 Redefinition of unused `json` from line 4
-   |
-77 |         self.data = data
-78 |
-79 |     def json(self):
-   |         ^^^^ F811
-80 |         return {"data": self.data}
-   |
-   = help: Remove definition: `json`
-
-backend\tests\test_sprint213_thematic_rasters.py:10:8: F401 [*] `rasterio` imported but unused
-   |
- 8 | import numpy as np
- 9 | import pytest
-10 | import rasterio
-   |        ^^^^^^^^ F401
-11 | from fastapi.testclient import TestClient
-12 | from pyproj import Transformer
-   |
-   = help: Remove unused import: `rasterio`
-
-backend\tests\test_sprint233_operational_completion.py:5:19: F401 [*] `types.SimpleNamespace` imported but unused
-  |
-3 | import json
-4 | from pathlib import Path
-5 | from types import SimpleNamespace
-  |                   ^^^^^^^^^^^^^^^ F401
-6 | from uuid import uuid4
-  |
-  = help: Remove unused import: `types.SimpleNamespace`
-
-backend\tests\test_sprint236_bathymetry_expansion.py:4:8: F401 [*] `json` imported but unused
-  |
-3 | from datetime import UTC, datetime
-4 | import json
-  |        ^^^^ F401
-5 | from pathlib import Path
-6 | import ssl
-  |
-  = help: Remove unused import: `json`
-
-backend\tests\test_sprint236_bathymetry_expansion.py:59:9: F811 Redefinition of unused `json` from line 4
-   |
-57 |         return None
-58 |
-59 |     def json(self):
-   |         ^^^^ F811
-60 |         return self.payload
-   |
-   = help: Remove definition: `json`
-
-backend\tests\test_sprint241_spw_bathymetry_raster.py:4:8: F401 [*] `io` imported but unused
-  |
-3 | import importlib.util
-4 | import io
-  |        ^^ F401
-5 | from pathlib import Path
-6 | import sys
-  |
-  = help: Remove unused import: `io`
-
-backend\tests\test_vector_operations_service.py:4:19: F401 [*] `types.SimpleNamespace` imported but unused
-  |
-3 | from pathlib import Path
-4 | from types import SimpleNamespace
-  |                   ^^^^^^^^^^^^^^^ F401
-5 | from uuid import UUID, uuid4
-  |
-  = help: Remove unused import: `types.SimpleNamespace`
-
-scripts\archive_technical_projects.py:20:1: E402 Module level import not at top of file
-   |
-18 |     sys.path.insert(0, str(BACKEND_ROOT))
-19 |
-20 | from app.db.session import SessionLocal
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-21 | from app.models import Project
-   |
-
-scripts\archive_technical_projects.py:21:1: E402 Module level import not at top of file
-   |
-20 | from app.db.session import SessionLocal
-21 | from app.models import Project
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-   |
-
-scripts\audit_data_operations.py:23:1: E402 Module level import not at top of file
-   |
-21 |     sys.path.insert(0, str(BACKEND_ROOT))
-22 |
-23 | from app.core.config import get_settings
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-24 | from app.db.session import SessionLocal
-25 | from sqlalchemy import func
-   |
-
-scripts\audit_data_operations.py:24:1: E402 Module level import not at top of file
-   |
-23 | from app.core.config import get_settings
-24 | from app.db.session import SessionLocal
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-25 | from sqlalchemy import func
-   |
-
-scripts\audit_data_operations.py:25:1: E402 Module level import not at top of file
-   |
-23 | from app.core.config import get_settings
-24 | from app.db.session import SessionLocal
-25 | from sqlalchemy import func
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-26 |
-27 | from app.models import AnalysisRun, Dataset, DatasetVersion, Detection, Export, Job, Project, Segmentation
-   |
-
-scripts\audit_data_operations.py:27:1: E402 Module level import not at top of file
-   |
-25 | from sqlalchemy import func
-26 |
-27 | from app.models import AnalysisRun, Dataset, DatasetVersion, Detection, Export, Job, Project, Segmentation
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-   |
-
-scripts\build_building_proposal_classifier_dataset.py:20:1: E402 Module level import not at top of file
-   |
-18 |     sys.path.insert(0, str(SCRIPT_DIR))
-19 |
-20 | from evaluate_belgium_building_candidate import iou, read_references
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-   |
-
-scripts\create_portfolio_case_study.py:127:26: E702 Multiple statements on one line (semicolon)
-    |
-126 | def draw_challenge(c: canvas.Canvas) -> None:
-127 |     c.setFillColor(white); c.rect(0, 0, W, H, fill=1, stroke=0)
-    |                          ^ E702
-128 |     title(c, "01 / Productvraag", "Niet alleen zien, maar kunnen verdedigen")
-129 |     y = paragraph(c, "Geoportalen tonen vaak lagen en losse metingen. GeoIntel maakt van bron, gebied, analyse en bewijs één operatio…
-    |
-
-scripts\create_portfolio_case_study.py:137:29: E702 Multiple statements on one line (semicolon)
-    |
-135 |     for index, (num, head, body) in enumerate(cards):
-136 |         cy = y - 42 - index * 78
-137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
-    |                             ^ E702
-138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
-139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
-    |
-
-scripts\create_portfolio_case_study.py:138:29: E702 Multiple statements on one line (semicolon)
-    |
-136 |         cy = y - 42 - index * 78
-137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
-138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
-    |                             ^ E702
-139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
-140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
-    |
-
-scripts\create_portfolio_case_study.py:138:54: E702 Multiple statements on one line (semicolon)
-    |
-136 |         cy = y - 42 - index * 78
-137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
-138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
-    |                                                      ^ E702
-139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
-140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
-    |
-
-scripts\create_portfolio_case_study.py:139:28: E702 Multiple statements on one line (semicolon)
-    |
-137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
-138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
-139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
-    |                            ^ E702
-140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
-141 |     image_cover(c, ASSETS / "geointel-landing-hero.png", 410, 53, 385, 415)
-    |
-
-scripts\create_portfolio_case_study.py:139:54: E702 Multiple statements on one line (semicolon)
-    |
-137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
-138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
-139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
-    |                                                      ^ E702
-140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
-141 |     image_cover(c, ASSETS / "geointel-landing-hero.png", 410, 53, 385, 415)
-    |
-
-scripts\create_portfolio_case_study.py:146:40: E702 Multiple statements on one line (semicolon)
-    |
-145 | def draw_experience(c: canvas.Canvas) -> None:
-146 |     c.setFillColor(HexColor("#f5faf8")); c.rect(0, 0, W, H, fill=1, stroke=0)
-    |                                        ^ E702
-147 |     title(c, "02 / Experience design", "De kaart blijft het werkblad", "Rustige hiërarchie, zichtbare herkomst en bewijs op het momen…
-148 |     image_cover(c, ASSETS / "geointel-workbench-map.png", 42, 73, 485, 360)
-    |
-
-scripts\create_portfolio_case_study.py:157:24: E702 Multiple statements on one line (semicolon)
-    |
-156 | def draw_ai(c: canvas.Canvas) -> None:
-157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
-    |                        ^ E702
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-    |
-
-scripts\create_portfolio_case_study.py:158:25: E702 Multiple statements on one line (semicolon)
-    |
-156 | def draw_ai(c: canvas.Canvas) -> None:
-157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-    |                         ^ E702
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
-    |
-
-scripts\create_portfolio_case_study.py:158:50: E702 Multiple statements on one line (semicolon)
-    |
-156 | def draw_ai(c: canvas.Canvas) -> None:
-157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-    |                                                  ^ E702
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
-    |
-
-scripts\create_portfolio_case_study.py:159:26: E702 Multiple statements on one line (semicolon)
-    |
-157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-    |                          ^ E702
-160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
-161 |     stages = [
-    |
-
-scripts\create_portfolio_case_study.py:159:52: E702 Multiple statements on one line (semicolon)
-    |
-157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-    |                                                    ^ E702
-160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
-161 |     stages = [
-    |
-
-scripts\create_portfolio_case_study.py:160:40: E702 Multiple statements on one line (semicolon)
-    |
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
-    |                                        ^ E702
-161 |     stages = [
-162 |         ("01", "Orthofoto", "CRS + dekking"),
-    |
-
-scripts\create_portfolio_case_study.py:160:60: E702 Multiple statements on one line (semicolon)
-    |
-158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
-159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
-160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
-    |                                                            ^ E702
-161 |     stages = [
-162 |         ("01", "Orthofoto", "CRS + dekking"),
-    |
-
-scripts\create_portfolio_case_study.py:169:42: E702 Multiple statements on one line (semicolon)
-    |
-167 |     ]
-168 |     x0, gap, bw = 42, 13, 139
-169 |     c.setStrokeColor(HexColor("#4bb99f")); c.setLineWidth(2); c.line(95, 285, 746, 285)
-    |                                          ^ E702
-170 |     for i, (num, head, body) in enumerate(stages):
-171 |         x = x0 + i * (bw + gap)
-    |
-
-scripts\create_portfolio_case_study.py:169:61: E702 Multiple statements on one line (semicolon)
-    |
-167 |     ]
-168 |     x0, gap, bw = 42, 13, 139
-169 |     c.setStrokeColor(HexColor("#4bb99f")); c.setLineWidth(2); c.line(95, 285, 746, 285)
-    |                                                             ^ E702
-170 |     for i, (num, head, body) in enumerate(stages):
-171 |         x = x0 + i * (bw + gap)
-    |
-
-scripts\create_portfolio_case_study.py:172:44: E702 Multiple statements on one line (semicolon)
-    |
-170 |     for i, (num, head, body) in enumerate(stages):
-171 |         x = x0 + i * (bw + gap)
-172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
-    |                                            ^ E702
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-    |
-
-scripts\create_portfolio_case_study.py:173:29: E702 Multiple statements on one line (semicolon)
-    |
-171 |         x = x0 + i * (bw + gap)
-172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-    |                             ^ E702
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-    |
-
-scripts\create_portfolio_case_study.py:173:54: E702 Multiple statements on one line (semicolon)
-    |
-171 |         x = x0 + i * (bw + gap)
-172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-    |                                                      ^ E702
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-    |
-
-scripts\create_portfolio_case_study.py:174:30: E702 Multiple statements on one line (semicolon)
-    |
-172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-    |                              ^ E702
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
-    |
-
-scripts\create_portfolio_case_study.py:174:56: E702 Multiple statements on one line (semicolon)
-    |
-172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-    |                                                        ^ E702
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
-    |
-
-scripts\create_portfolio_case_study.py:175:44: E702 Multiple statements on one line (semicolon)
-    |
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-    |                                            ^ E702
-176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
-177 |     paragraph(c, "Fail-closed runtime: wanneer CUDA vereist maar niet beschikbaar is, of wanneer een lokaal model ontbreekt, toont Ge…
-    |
-
-scripts\create_portfolio_case_study.py:175:66: E702 Multiple statements on one line (semicolon)
-    |
-173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-    |                                                                  ^ E702
-176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
-177 |     paragraph(c, "Fail-closed runtime: wanneer CUDA vereist maar niet beschikbaar is, of wanneer een lokaal model ontbreekt, toont Ge…
-    |
-
-scripts\create_portfolio_case_study.py:176:49: E702 Multiple statements on one line (semicolon)
-    |
-174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
-175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
-176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
-    |                                                 ^ E702
-177 |     paragraph(c, "Fail-closed runtime: wanneer CUDA vereist maar niet beschikbaar is, of wanneer een lokaal model ontbreekt, toont Ge…
-178 |     footer(c, 4)
-    |
-
-scripts\create_portfolio_case_study.py:182:26: E702 Multiple statements on one line (semicolon)
-    |
-181 | def draw_architecture(c: canvas.Canvas) -> None:
-182 |     c.setFillColor(white); c.rect(0, 0, W, H, fill=1, stroke=0)
-    |                          ^ E702
-183 |     title(c, "04 / Architectuur", "Eén keten, expliciete verantwoordelijkheden")
-184 |     nodes = [
-    |
-
-scripts\create_portfolio_case_study.py:193:79: E702 Multiple statements on one line (semicolon)
-    |
-191 |     ]
-192 |     for x, y, w, h, head, body in nodes:
-193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
-    |                                                                               ^ E702
-194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
-195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
-    |
-
-scripts\create_portfolio_case_study.py:194:60: E702 Multiple statements on one line (semicolon)
-    |
-192 |     for x, y, w, h, head, body in nodes:
-193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
-194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
-    |                                                            ^ E702
-195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
-196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
-    |
-
-scripts\create_portfolio_case_study.py:194:85: E702 Multiple statements on one line (semicolon)
-    |
-192 |     for x, y, w, h, head, body in nodes:
-193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
-194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
-    |                                                                                     ^ E702
-195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
-196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
-    |
-
-scripts\create_portfolio_case_study.py:195:76: E702 Multiple statements on one line (semicolon)
-    |
-193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
-194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
-195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
-    |                                                                            ^ E702
-196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
-197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
-    |
-
-scripts\create_portfolio_case_study.py:195:98: E702 Multiple statements on one line (semicolon)
-    |
-193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
-194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
-195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
-    |                                                                                                  ^ E702
-196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
-197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
-    |
-
-scripts\create_portfolio_case_study.py:196:27: E702 Multiple statements on one line (semicolon)
-    |
-194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
-195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
-196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
-    |                           ^ E702
-197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
-198 |     for (x1,y1),(x2,y2) in arrows:
-    |
-
-scripts\create_portfolio_case_study.py:199:28: E702 Multiple statements on one line (semicolon)
-    |
-197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
-198 |     for (x1,y1),(x2,y2) in arrows:
-199 |         c.line(x1,y1,x2,y2); c.circle(x2,y2,2.5,fill=1,stroke=0)
-    |                            ^ E702
-200 |     paragraph(c, "PostGIS bewaart querybare geometrie en lifecycle-records. Grote raster-, mask- en modelbestanden blijven versioned …
-201 |     footer(c, 5)
-    |
-
-scripts\create_portfolio_case_study.py:206:40: E702 Multiple statements on one line (semicolon)
-    |
-204 | def draw_outcomes(c: canvas.Canvas) -> None:
-205 |     image_cover(c, PUBLIC / "geointel-dark-case-study-cover.png", 0, 0, W, H)
-206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
-    |                                        ^ E702
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-    |
-
-scripts\create_portfolio_case_study.py:207:25: E702 Multiple statements on one line (semicolon)
-    |
-205 |     image_cover(c, PUBLIC / "geointel-dark-case-study-cover.png", 0, 0, W, H)
-206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-    |                         ^ E702
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
-    |
-
-scripts\create_portfolio_case_study.py:207:50: E702 Multiple statements on one line (semicolon)
-    |
-205 |     image_cover(c, PUBLIC / "geointel-dark-case-study-cover.png", 0, 0, W, H)
-206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-    |                                                  ^ E702
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
-    |
-
-scripts\create_portfolio_case_study.py:208:26: E702 Multiple statements on one line (semicolon)
-    |
-206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-    |                          ^ E702
-209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
-210 |     outcomes = [
-    |
-
-scripts\create_portfolio_case_study.py:208:52: E702 Multiple statements on one line (semicolon)
-    |
-206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-    |                                                    ^ E702
-209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
-210 |     outcomes = [
-    |
-
-scripts\create_portfolio_case_study.py:209:40: E702 Multiple statements on one line (semicolon)
-    |
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
-    |                                        ^ E702
-210 |     outcomes = [
-211 |         ("Map-first", "De gebruiker blijft in dezelfde ruimtelijke context."),
-    |
-
-scripts\create_portfolio_case_study.py:209:61: E702 Multiple statements on one line (semicolon)
-    |
-207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
-208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
-209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
-    |                                                             ^ E702
-210 |     outcomes = [
-211 |         ("Map-first", "De gebruiker blijft in dezelfde ruimtelijke context."),
-    |
-
-scripts\create_portfolio_case_study.py:219:44: E702 Multiple statements on one line (semicolon)
-    |
-217 |         x = 42 + (i % 2) * 375
-218 |         y = 330 - (i // 2) * 105
-219 |         c.setFillColor(HexColor("#123f38")); c.roundRect(x, y, 350, 78, 11, fill=1, stroke=0)
-    |                                            ^ E702
-220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-    |
-
-scripts\create_portfolio_case_study.py:220:29: E702 Multiple statements on one line (semicolon)
-    |
-218 |         y = 330 - (i // 2) * 105
-219 |         c.setFillColor(HexColor("#123f38")); c.roundRect(x, y, 350, 78, 11, fill=1, stroke=0)
-220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
-    |                             ^ E702
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
-    |
-
-scripts\create_portfolio_case_study.py:220:55: E702 Multiple statements on one line (semicolon)
-    |
-218 |         y = 330 - (i // 2) * 105
-219 |         c.setFillColor(HexColor("#123f38")); c.roundRect(x, y, 350, 78, 11, fill=1, stroke=0)
-220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
-    |                                                       ^ E702
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
-    |
-
-scripts\create_portfolio_case_study.py:222:26: E702 Multiple statements on one line (semicolon)
-    |
-220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
-    |                          ^ E702
-223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
-    |
-
-scripts\create_portfolio_case_study.py:222:52: E702 Multiple statements on one line (semicolon)
-    |
-220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
-    |                                                    ^ E702
-223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
-    |
-
-scripts\create_portfolio_case_study.py:223:40: E702 Multiple statements on one line (semicolon)
-    |
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
-223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
-    |                                        ^ E702
-    |
-
-scripts\create_portfolio_case_study.py:223:60: E702 Multiple statements on one line (semicolon)
-    |
-221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
-222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
-223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
-    |                                                            ^ E702
-    |
-
-scripts\provision_regional_grb_context.py:46:5: F401 [*] `provision_regional_grb_buildings.response_data` imported but unused
-   |
-44 |     next_page_url,
-45 |     observed_at,
-46 |     response_data,
-   |     ^^^^^^^^^^^^^ F401
-47 |     reusable_manifest,
-48 |     safe_slug,
-   |
-   = help: Remove unused import: `provision_regional_grb_buildings.response_data`
-
-scripts\provision_waterinfo_station_history.py:26:30: F401 [*] `shapely.geometry.Point` imported but unused
-   |
-24 | import requests
-25 | from requests.adapters import HTTPAdapter
-26 | from shapely.geometry import Point, mapping, shape
-   |                              ^^^^^ F401
-27 | from urllib3.util.retry import Retry
-   |
-   = help: Remove unused import
-
-scripts\provision_waterinfo_station_history.py:26:37: F401 [*] `shapely.geometry.mapping` imported but unused
-   |
-24 | import requests
-25 | from requests.adapters import HTTPAdapter
-26 | from shapely.geometry import Point, mapping, shape
-   |                                     ^^^^^^^ F401
-27 | from urllib3.util.retry import Retry
-   |
-   = help: Remove unused import
-
-scripts\refine_yolo_labels_with_sam.py:14:20: F401 [*] `typing.Any` imported but unused
-   |
-12 | import shutil
-13 | from pathlib import Path
-14 | from typing import Any
-   |                    ^^^ F401
-   |
-   = help: Remove unused import: `typing.Any`
-
-scripts\run_golden_qa_benchmark.py:15:24: F401 [*] `app.models.Area` imported but unused
-   |
-13 |     sys.path.insert(0, str(BACKEND_ROOT))
-14 |
-15 | from app.models import Area, Dataset, Metric, QualityCheck  # noqa: E402
-   |                        ^^^^ F401
-16 | from app.services.qa_service import QaService  # noqa: E402
-17 | from app.services.quality_service import QualityService  # noqa: E402
-   |
-   = help: Remove unused import: `app.models.Area`
-
-scripts\seed_demo_workflow.py:11:1: E402 Module level import not at top of file
-   |
- 9 | sys.path.insert(0, str(ROOT / "backend"))
-10 |
-11 | from app.db.session import SessionLocal
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-12 | from app.services.demo_workflow_service import DemoWorkflowService
-   |
-
-scripts\seed_demo_workflow.py:12:1: E402 Module level import not at top of file
-   |
-11 | from app.db.session import SessionLocal
-12 | from app.services.demo_workflow_service import DemoWorkflowService
-   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
-   |
-
-scripts\smoke_contracts.py:4:11: E701 Multiple statements on one line (colon)
-  |
-2 | ROOT = Path(__file__).resolve().parents[1]
-3 | missing=[d for d in ["contracts/api","contracts/database","contracts/events"] if not (ROOT/d).exists()]
-4 | if missing: raise SystemExit("Missing contract directories: "+", ".join(missing))
-  |           ^ E701
-5 | print("Contracts smoke OK")
-  |
-
-scripts\smoke_docs.py:5:11: E701 Multiple statements on one line (colon)
-  |
-3 | required_docs = ["docs/M5_OPERATIONAL_READINESS.md","docs/BUILD_GOVERNANCE.md","docs/CI_CD_SPECIFICATION.md","docs/HEALTHCHECK_CONTRACT…
-4 | missing=[p for p in required_docs if not (ROOT/p).exists()]
-5 | if missing: raise SystemExit("Missing docs:\n"+"\n".join(missing))
-  |           ^ E701
-6 | print("Documentation smoke OK")
-  |
-
-scripts\train_building_proposal_filter.py:136:39: F401 [*] `torchvision.transforms` imported but unused
-    |
-134 |     from torch import nn
-135 |     from torch.utils.data import DataLoader
-136 |     from torchvision import datasets, transforms
-    |                                       ^^^^^^^^^^ F401
-137 |     from torchvision.models import ResNet18_Weights, resnet18
-138 |     from ultralytics import YOLO
-    |
-    = help: Remove unused import: `torchvision.transforms`
-
-Found 112 errors.
-[*] 18 fixable with the `--fix` option (2 hidden fixes can be enabled with the `--unsafe-fixes` option).
+command=python -m ruff check backend scripts tests
+exit_code=1
+captured_at=2026-08-01T18:34:08.5284079+02:00
+
+backend\app\models.py:1:1: F403 `from app.models import *` used; unable to detect undefined names
+  |
+1 | from app.models import *
+  | ^^^^^^^^^^^^^^^^^^^^^^^^ F403
+  |
+
+backend\app\schemas\__init__.py:101:5: F401 `.bathymetry.BathymetryRasterMetric` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
+    |
+ 99 |     BathymetryProfileAcquireRequest,
+100 |     BathymetryProfileAcquisitionResult,
+101 |     BathymetryRasterMetric,
+    |     ^^^^^^^^^^^^^^^^^^^^^^ F401
+102 |     BathymetryRasterSelectionRequest,
+103 |     BathymetryRasterSelectionResponse,
+    |
+    = help: Add unused import `BathymetryRasterMetric` to __all__
+
+backend\app\schemas\__init__.py:102:5: F401 `.bathymetry.BathymetryRasterSelectionRequest` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
+    |
+100 |     BathymetryProfileAcquisitionResult,
+101 |     BathymetryRasterMetric,
+102 |     BathymetryRasterSelectionRequest,
+    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ F401
+103 |     BathymetryRasterSelectionResponse,
+104 |     BathymetryRasterSelectionSummary,
+    |
+    = help: Add unused import `BathymetryRasterSelectionRequest` to __all__
+
+backend\app\schemas\__init__.py:103:5: F401 `.bathymetry.BathymetryRasterSelectionResponse` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
+    |
+101 |     BathymetryRasterMetric,
+102 |     BathymetryRasterSelectionRequest,
+103 |     BathymetryRasterSelectionResponse,
+    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ F401
+104 |     BathymetryRasterSelectionSummary,
+105 |     BathymetrySourceProbeRead,
+    |
+    = help: Add unused import `BathymetryRasterSelectionResponse` to __all__
+
+backend\app\schemas\__init__.py:104:5: F401 `.bathymetry.BathymetryRasterSelectionSummary` imported but unused; consider removing, adding to `__all__`, or using a redundant alias
+    |
+102 |     BathymetryRasterSelectionRequest,
+103 |     BathymetryRasterSelectionResponse,
+104 |     BathymetryRasterSelectionSummary,
+    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ F401
+105 |     BathymetrySourceProbeRead,
+106 |     BathymetrySourceRead,
+    |
+    = help: Add unused import `BathymetryRasterSelectionSummary` to __all__
+
+backend\app\services\aoi_operation_executor.py:56:26: E702 Multiple statements on one line (semicolon)
+   |
+54 |         partition = db.get(AoiOperationPartition, partition.id)
+55 |         partition.child_job_id = child.id
+56 |         db.add(partition); db.commit()
+   |                          ^ E702
+57 |         JobService.mark_running(db, child.id)
+58 |         try:
+   |
+
+backend\app\services\aoi_operation_service.py:210:37: E702 Multiple statements on one line (semicolon)
+    |
+208 |             return None
+209 |         now = datetime.now(timezone.utc)
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+    |                                     ^ E702
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+    |
+
+backend\app\services\aoi_operation_service.py:210:65: E702 Multiple statements on one line (semicolon)
+    |
+208 |             return None
+209 |         now = datetime.now(timezone.utc)
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+    |                                                                 ^ E702
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+    |
+
+backend\app\services\aoi_operation_service.py:210:95: E702 Multiple statements on one line (semicolon)
+    |
+208 |             return None
+209 |         now = datetime.now(timezone.utc)
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+    |                                                                                               ^ E702
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+    |
+
+backend\app\services\aoi_operation_service.py:211:37: E702 Multiple statements on one line (semicolon)
+    |
+209 |         now = datetime.now(timezone.utc)
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+    |                                     ^ E702
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+213 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:212:26: E702 Multiple statements on one line (semicolon)
+    |
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+    |                          ^ E702
+213 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:212:45: E702 Multiple statements on one line (semicolon)
+    |
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+    |                                             ^ E702
+213 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:212:58: E702 Multiple statements on one line (semicolon)
+    |
+210 |         partition.status = "running"; partition.started_at = now; partition.attempt_count += 1; partition.error_message = None
+211 |         operation.status = "running"; operation.started_at = operation.started_at or now
+212 |         db.add(partition); db.add(operation); db.commit(); db.refresh(partition)
+    |                                                          ^ E702
+213 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:220:47: E702 Multiple statements on one line (semicolon)
+    |
+218 |         if partition.status != "running":
+219 |             raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can be checkpointed", status_code=409)
+220 |         partition.checkpoint_json = checkpoint; db.add(partition); db.commit(); db.refresh(partition)
+    |                                               ^ E702
+221 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:220:66: E702 Multiple statements on one line (semicolon)
+    |
+218 |         if partition.status != "running":
+219 |             raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can be checkpointed", status_code=409)
+220 |         partition.checkpoint_json = checkpoint; db.add(partition); db.commit(); db.refresh(partition)
+    |                                                                  ^ E702
+221 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:220:79: E702 Multiple statements on one line (semicolon)
+    |
+218 |         if partition.status != "running":
+219 |             raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can be checkpointed", status_code=409)
+220 |         partition.checkpoint_json = checkpoint; db.add(partition); db.commit(); db.refresh(partition)
+    |                                                                               ^ E702
+221 |         return partition
+    |
+
+backend\app\services\aoi_operation_service.py:230:63: E702 Multiple statements on one line (semicolon)
+    |
+228 | …     if partition.status != "running":
+229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
+230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
+    |                                                             ^ E702
+231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
+232 | …     return AoiOperationService.read(db, project_id, operation_id)
+    |
+
+backend\app\services\aoi_operation_service.py:230:95: E702 Multiple statements on one line (semicolon)
+    |
+228 | …     if partition.status != "running":
+229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
+230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
+    |                                                                                             ^ E702
+231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
+232 | …     return AoiOperationService.read(db, project_id, operation_id)
+    |
+
+backend\app\services\aoi_operation_service.py:231:26: E702 Multiple statements on one line (semicolon)
+    |
+229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
+230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
+231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
+    |                        ^ E702
+232 | …     return AoiOperationService.read(db, project_id, operation_id)
+    |
+
+backend\app\services\aoi_operation_service.py:231:39: E702 Multiple statements on one line (semicolon)
+    |
+229 | …         raise AppError(code="AOI_PARTITION_NOT_RUNNING", message="Only a running partition can complete", status_code=409)
+230 | …     partition.status = "skipped" if skipped else "success"; partition.result_json = result; partition.finished_at = datetime.now(ti…
+231 | …     db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
+    |                                     ^ E702
+232 | …     return AoiOperationService.read(db, project_id, operation_id)
+    |
+
+backend\app\services\aoi_operation_service.py:237:42: E702 Multiple statements on one line (semicolon)
+    |
+235 |     def fail(db, project_id: UUID, operation_id: UUID, partition_id: UUID, message: str, retryable: bool, details: dict):
+236 |         partition = AoiOperationService._partition_row(db, project_id, operation_id, partition_id)
+237 |         partition.error_message = message; partition.result_json = {"details": details}
+    |                                          ^ E702
+238 |         partition.status = "queued" if retryable and partition.attempt_count < partition.max_attempts else "failed"
+239 |         partition.finished_at = None if partition.status == "queued" else datetime.now(timezone.utc)
+    |
+
+backend\app\services\aoi_operation_service.py:240:26: E702 Multiple statements on one line (semicolon)
+    |
+238 |         partition.status = "queued" if retryable and partition.attempt_count < partition.max_attempts else "failed"
+239 |         partition.finished_at = None if partition.status == "queued" else datetime.now(timezone.utc)
+240 |         db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
+    |                          ^ E702
+241 |         return AoiOperationService.read(db, project_id, operation_id)
+    |
+
+backend\app\services\aoi_operation_service.py:240:39: E702 Multiple statements on one line (semicolon)
+    |
+238 |         partition.status = "queued" if retryable and partition.attempt_count < partition.max_attempts else "failed"
+239 |         partition.finished_at = None if partition.status == "queued" else datetime.now(timezone.utc)
+240 |         db.add(partition); db.commit(); AoiOperationService._refresh_parent(db, operation_id)
+    |                                       ^ E702
+241 |         return AoiOperationService.read(db, project_id, operation_id)
+    |
+
+backend\app\services\aoi_operation_service.py:245:55: E702 Multiple statements on one line (semicolon)
+    |
+243 |     @staticmethod
+244 |     def _partition_row(db, project_id, operation_id, partition_id):
+245 |         operation = db.get(AoiOperation, operation_id); partition = db.get(AoiOperationPartition, partition_id)
+    |                                                       ^ E702
+246 |         if operation is None or operation.project_id != project_id or partition is None or partition.operation_id != operation_id:
+247 |             raise AppError(code="AOI_PARTITION_NOT_FOUND", message="AOI partition not found", status_code=404)
+    |
+
+backend\app\services\aoi_operation_service.py:272:41: E702 Multiple statements on one line (semicolon)
+    |
+270 | …     now = datetime.now(timezone.utc)
+271 | …     if statuses and all(status in {"success", "skipped"} for status in statuses):
+272 | …         operation.status = "success"; operation.finished_at = now; operation.error_message = None
+    |                                       ^ E702
+273 | …     elif "failed" in statuses and not any(status in {"queued", "running"} for status in statuses):
+274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
+    |
+
+backend\app\services\aoi_operation_service.py:272:70: E702 Multiple statements on one line (semicolon)
+    |
+270 | …     now = datetime.now(timezone.utc)
+271 | …     if statuses and all(status in {"success", "skipped"} for status in statuses):
+272 | …         operation.status = "success"; operation.finished_at = now; operation.error_message = None
+    |                                                                    ^ E702
+273 | …     elif "failed" in statuses and not any(status in {"queued", "running"} for status in statuses):
+274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
+    |
+
+backend\app\services\aoi_operation_service.py:274:119: E702 Multiple statements on one line (semicolon)
+    |
+272 | …         operation.status = "success"; operation.finished_at = now; operation.error_message = None
+273 | …     elif "failed" in statuses and not any(status in {"queued", "running"} for status in statuses):
+274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
+    |                                                                                                                     ^ E702
+275 | …         operation.error_message = "One or more bounded source partitions failed; inspect partition evidence."
+276 | …     db.add(operation); db.commit()
+    |
+
+backend\app\services\aoi_operation_service.py:276:26: E702 Multiple statements on one line (semicolon)
+    |
+274 | …         operation.status = "partial" if any(status in {"success", "skipped"} for status in statuses) else "failed"; operation.finis…
+275 | …         operation.error_message = "One or more bounded source partitions failed; inspect partition evidence."
+276 | …     db.add(operation); db.commit()
+    |                        ^ E702
+    |
+
+backend\app\services\demo_workflow_service.py:253:9: F841 Local variable `rasterio` is assigned to but never used
+    |
+251 |     def _create_demo_raster_bytes() -> bytes:
+252 |         numpy = importlib.import_module("numpy")
+253 |         rasterio = importlib.import_module("rasterio")
+    |         ^^^^^^^^ F841
+254 |         rasterio_io = importlib.import_module("rasterio.io")
+255 |         rasterio_transform = importlib.import_module("rasterio.transform")
+    |
+    = help: Remove assignment to unused variable `rasterio`
+
+backend\app\services\detection_review_service.py:4:20: F401 [*] `typing.Any` imported but unused
+  |
+3 | from collections import Counter
+4 | from typing import Any
+  |                    ^^^ F401
+5 | from uuid import UUID
+  |
+  = help: Remove unused import: `typing.Any`
+
+backend\app\services\qa_service.py:14:30: F401 [*] `shapely.geometry.shape` imported but unused
+   |
+12 | from shapely.ops import unary_union
+13 | from shapely.validation import make_valid
+14 | from shapely.geometry import shape
+   |                              ^^^^^ F401
+15 | from app.core.errors import AppError
+16 | from app.models import Area, Dataset
+   |
+   = help: Remove unused import: `shapely.geometry.shape`
+
+backend\app\services\thematic_raster_acquisition_service.py:409:20: F401 `rasterio` imported but unused; consider using `importlib.util.find_spec` to test for availability
+    |
+407 |             return coverages[0]
+408 |         try:
+409 |             import rasterio
+    |                    ^^^^^^^^ F401
+410 |             from rasterio.io import MemoryFile
+411 |             from rasterio.merge import merge
+    |
+    = help: Remove unused import: `rasterio`
+
+backend\scripts\cleanup_demo_artifacts.py:17:1: E402 Module level import not at top of file
+   |
+15 |     sys.path.insert(0, str(SCRIPTS_ROOT))
+16 |
+17 | from app.core.config import get_settings
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+18 | from app.db.session import SessionLocal
+19 | from app.models import Export, Project
+   |
+
+backend\scripts\cleanup_demo_artifacts.py:18:1: E402 Module level import not at top of file
+   |
+17 | from app.core.config import get_settings
+18 | from app.db.session import SessionLocal
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+19 | from app.models import Export, Project
+20 | from release_backup_guard import require_confirmation, verify_current_backup
+   |
+
+backend\scripts\cleanup_demo_artifacts.py:19:1: E402 Module level import not at top of file
+   |
+17 | from app.core.config import get_settings
+18 | from app.db.session import SessionLocal
+19 | from app.models import Export, Project
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+20 | from release_backup_guard import require_confirmation, verify_current_backup
+   |
+
+backend\scripts\cleanup_demo_artifacts.py:20:1: E402 Module level import not at top of file
+   |
+18 | from app.db.session import SessionLocal
+19 | from app.models import Export, Project
+20 | from release_backup_guard import require_confirmation, verify_current_backup
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+   |
+
+backend\tests\test_auth.py:189:5: F841 Local variable `client` is assigned to but never used
+    |
+188 | def test_guest_session_tokens_fail_closed_without_a_project_scope(monkeypatch) -> None:
+189 |     client = auth_client(monkeypatch, guest_access=True)
+    |     ^^^^^^ F841
+190 |     settings = get_settings()
+    |
+    = help: Remove assignment to unused variable `client`
+
+backend\tests\test_qa_service.py:5:19: F401 [*] `types.SimpleNamespace` imported but unused
+  |
+3 | import json
+4 | from pathlib import Path
+5 | from types import SimpleNamespace
+  |                   ^^^^^^^^^^^^^^^ F401
+6 | from uuid import uuid4
+  |
+  = help: Remove unused import: `types.SimpleNamespace`
+
+backend\tests\test_qa_service.py:8:24: F401 [*] `app.models.Area` imported but unused
+  |
+6 | from uuid import uuid4
+7 |
+8 | from app.models import Area, Dataset
+  |                        ^^^^ F401
+9 | from app.services.qa_service import QaService
+  |
+  = help: Remove unused import: `app.models.Area`
+
+backend\tests\test_raster_operations_service.py:3:19: F401 [*] `types.ModuleType` imported but unused
+  |
+1 | from __future__ import annotations
+2 |
+3 | from types import ModuleType, SimpleNamespace
+  |                   ^^^^^^^^^^ F401
+4 | from uuid import uuid4
+5 | from pathlib import Path
+  |
+  = help: Remove unused import: `types.ModuleType`
+
+backend\tests\test_sprint108_map_selection_derived_dataset.py:10:33: F401 [*] `app.models.VectorFeature` imported but unused
+   |
+ 9 | from app.main import app
+10 | from app.models import Dataset, VectorFeature
+   |                                 ^^^^^^^^^^^^^ F401
+11 | from app.schemas.dataset import DatasetCreateResponse
+12 | from app.services.storage_service import StorageService
+   |
+   = help: Remove unused import: `app.models.VectorFeature`
+
+backend\tests\test_sprint205_agricultural_parcel_history.py:4:8: F401 [*] `json` imported but unused
+  |
+3 | import importlib.util
+4 | import json
+  |        ^^^^ F401
+5 | import sys
+6 | import zipfile
+  |
+  = help: Remove unused import: `json`
+
+backend\tests\test_sprint205_agricultural_parcel_history.py:79:9: F811 Redefinition of unused `json` from line 4
+   |
+77 |         self.data = data
+78 |
+79 |     def json(self):
+   |         ^^^^ F811
+80 |         return {"data": self.data}
+   |
+   = help: Remove definition: `json`
+
+backend\tests\test_sprint213_thematic_rasters.py:10:8: F401 [*] `rasterio` imported but unused
+   |
+ 8 | import numpy as np
+ 9 | import pytest
+10 | import rasterio
+   |        ^^^^^^^^ F401
+11 | from fastapi.testclient import TestClient
+12 | from pyproj import Transformer
+   |
+   = help: Remove unused import: `rasterio`
+
+backend\tests\test_sprint233_operational_completion.py:5:19: F401 [*] `types.SimpleNamespace` imported but unused
+  |
+3 | import json
+4 | from pathlib import Path
+5 | from types import SimpleNamespace
+  |                   ^^^^^^^^^^^^^^^ F401
+6 | from uuid import uuid4
+  |
+  = help: Remove unused import: `types.SimpleNamespace`
+
+backend\tests\test_sprint236_bathymetry_expansion.py:4:8: F401 [*] `json` imported but unused
+  |
+3 | from datetime import UTC, datetime
+4 | import json
+  |        ^^^^ F401
+5 | from pathlib import Path
+6 | import ssl
+  |
+  = help: Remove unused import: `json`
+
+backend\tests\test_sprint236_bathymetry_expansion.py:59:9: F811 Redefinition of unused `json` from line 4
+   |
+57 |         return None
+58 |
+59 |     def json(self):
+   |         ^^^^ F811
+60 |         return self.payload
+   |
+   = help: Remove definition: `json`
+
+backend\tests\test_sprint241_spw_bathymetry_raster.py:4:8: F401 [*] `io` imported but unused
+  |
+3 | import importlib.util
+4 | import io
+  |        ^^ F401
+5 | from pathlib import Path
+6 | import sys
+  |
+  = help: Remove unused import: `io`
+
+backend\tests\test_vector_operations_service.py:4:19: F401 [*] `types.SimpleNamespace` imported but unused
+  |
+3 | from pathlib import Path
+4 | from types import SimpleNamespace
+  |                   ^^^^^^^^^^^^^^^ F401
+5 | from uuid import UUID, uuid4
+  |
+  = help: Remove unused import: `types.SimpleNamespace`
+
+scripts\archive_technical_projects.py:20:1: E402 Module level import not at top of file
+   |
+18 |     sys.path.insert(0, str(BACKEND_ROOT))
+19 |
+20 | from app.db.session import SessionLocal
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+21 | from app.models import Project
+   |
+
+scripts\archive_technical_projects.py:21:1: E402 Module level import not at top of file
+   |
+20 | from app.db.session import SessionLocal
+21 | from app.models import Project
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+   |
+
+scripts\audit_data_operations.py:23:1: E402 Module level import not at top of file
+   |
+21 |     sys.path.insert(0, str(BACKEND_ROOT))
+22 |
+23 | from app.core.config import get_settings
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+24 | from app.db.session import SessionLocal
+25 | from sqlalchemy import func
+   |
+
+scripts\audit_data_operations.py:24:1: E402 Module level import not at top of file
+   |
+23 | from app.core.config import get_settings
+24 | from app.db.session import SessionLocal
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+25 | from sqlalchemy import func
+   |
+
+scripts\audit_data_operations.py:25:1: E402 Module level import not at top of file
+   |
+23 | from app.core.config import get_settings
+24 | from app.db.session import SessionLocal
+25 | from sqlalchemy import func
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+26 |
+27 | from app.models import AnalysisRun, Dataset, DatasetVersion, Detection, Export, Job, Project, Segmentation
+   |
+
+scripts\audit_data_operations.py:27:1: E402 Module level import not at top of file
+   |
+25 | from sqlalchemy import func
+26 |
+27 | from app.models import AnalysisRun, Dataset, DatasetVersion, Detection, Export, Job, Project, Segmentation
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+   |
+
+scripts\build_building_proposal_classifier_dataset.py:20:1: E402 Module level import not at top of file
+   |
+18 |     sys.path.insert(0, str(SCRIPT_DIR))
+19 |
+20 | from evaluate_belgium_building_candidate import iou, read_references
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+   |
+
+scripts\create_portfolio_case_study.py:127:26: E702 Multiple statements on one line (semicolon)
+    |
+126 | def draw_challenge(c: canvas.Canvas) -> None:
+127 |     c.setFillColor(white); c.rect(0, 0, W, H, fill=1, stroke=0)
+    |                          ^ E702
+128 |     title(c, "01 / Productvraag", "Niet alleen zien, maar kunnen verdedigen")
+129 |     y = paragraph(c, "Geoportalen tonen vaak lagen en losse metingen. GeoIntel maakt van bron, gebied, analyse en bewijs één operatio…
+    |
+
+scripts\create_portfolio_case_study.py:137:29: E702 Multiple statements on one line (semicolon)
+    |
+135 |     for index, (num, head, body) in enumerate(cards):
+136 |         cy = y - 42 - index * 78
+137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
+    |                             ^ E702
+138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
+139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
+    |
+
+scripts\create_portfolio_case_study.py:138:29: E702 Multiple statements on one line (semicolon)
+    |
+136 |         cy = y - 42 - index * 78
+137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
+138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
+    |                             ^ E702
+139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
+140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
+    |
+
+scripts\create_portfolio_case_study.py:138:54: E702 Multiple statements on one line (semicolon)
+    |
+136 |         cy = y - 42 - index * 78
+137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
+138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
+    |                                                      ^ E702
+139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
+140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
+    |
+
+scripts\create_portfolio_case_study.py:139:28: E702 Multiple statements on one line (semicolon)
+    |
+137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
+138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
+139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
+    |                            ^ E702
+140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
+141 |     image_cover(c, ASSETS / "geointel-landing-hero.png", 410, 53, 385, 415)
+    |
+
+scripts\create_portfolio_case_study.py:139:54: E702 Multiple statements on one line (semicolon)
+    |
+137 |         c.setFillColor(PALE); c.roundRect(42, cy - 54, 330, 64, 10, fill=1, stroke=0)
+138 |         c.setFillColor(TEAL); c.setFont(FONT_BOLD, 8); c.drawString(56, cy - 6, num)
+139 |         c.setFillColor(INK); c.setFont(FONT_BOLD, 11); c.drawString(86, cy - 7, head)
+    |                                                      ^ E702
+140 |         paragraph(c, body, 86, cy - 18, 266, 8.2, MUTED, 12)
+141 |     image_cover(c, ASSETS / "geointel-landing-hero.png", 410, 53, 385, 415)
+    |
+
+scripts\create_portfolio_case_study.py:146:40: E702 Multiple statements on one line (semicolon)
+    |
+145 | def draw_experience(c: canvas.Canvas) -> None:
+146 |     c.setFillColor(HexColor("#f5faf8")); c.rect(0, 0, W, H, fill=1, stroke=0)
+    |                                        ^ E702
+147 |     title(c, "02 / Experience design", "De kaart blijft het werkblad", "Rustige hiërarchie, zichtbare herkomst en bewijs op het momen…
+148 |     image_cover(c, ASSETS / "geointel-workbench-map.png", 42, 73, 485, 360)
+    |
+
+scripts\create_portfolio_case_study.py:157:24: E702 Multiple statements on one line (semicolon)
+    |
+156 | def draw_ai(c: canvas.Canvas) -> None:
+157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
+    |                        ^ E702
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+    |
+
+scripts\create_portfolio_case_study.py:158:25: E702 Multiple statements on one line (semicolon)
+    |
+156 | def draw_ai(c: canvas.Canvas) -> None:
+157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+    |                         ^ E702
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
+    |
+
+scripts\create_portfolio_case_study.py:158:50: E702 Multiple statements on one line (semicolon)
+    |
+156 | def draw_ai(c: canvas.Canvas) -> None:
+157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+    |                                                  ^ E702
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
+    |
+
+scripts\create_portfolio_case_study.py:159:26: E702 Multiple statements on one line (semicolon)
+    |
+157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+    |                          ^ E702
+160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
+161 |     stages = [
+    |
+
+scripts\create_portfolio_case_study.py:159:52: E702 Multiple statements on one line (semicolon)
+    |
+157 |     c.setFillColor(INK); c.rect(0, 0, W, H, fill=1, stroke=0)
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+    |                                                    ^ E702
+160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
+161 |     stages = [
+    |
+
+scripts\create_portfolio_case_study.py:160:40: E702 Multiple statements on one line (semicolon)
+    |
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
+    |                                        ^ E702
+161 |     stages = [
+162 |         ("01", "Orthofoto", "CRS + dekking"),
+    |
+
+scripts\create_portfolio_case_study.py:160:60: E702 Multiple statements on one line (semicolon)
+    |
+158 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "03 / PYTORCH + NVIDIA")
+159 |     c.setFillColor(white); c.setFont(FONT_BOLD, 25); c.drawString(42, H - 78, "Van bronpixel naar gecontroleerde detectie")
+160 |     c.setFillColor(HexColor("#b8d4cd")); c.setFont(FONT, 9); c.drawString(42, H - 99, "Elke schakel bewaart de context die nodig is o…
+    |                                                            ^ E702
+161 |     stages = [
+162 |         ("01", "Orthofoto", "CRS + dekking"),
+    |
+
+scripts\create_portfolio_case_study.py:169:42: E702 Multiple statements on one line (semicolon)
+    |
+167 |     ]
+168 |     x0, gap, bw = 42, 13, 139
+169 |     c.setStrokeColor(HexColor("#4bb99f")); c.setLineWidth(2); c.line(95, 285, 746, 285)
+    |                                          ^ E702
+170 |     for i, (num, head, body) in enumerate(stages):
+171 |         x = x0 + i * (bw + gap)
+    |
+
+scripts\create_portfolio_case_study.py:169:61: E702 Multiple statements on one line (semicolon)
+    |
+167 |     ]
+168 |     x0, gap, bw = 42, 13, 139
+169 |     c.setStrokeColor(HexColor("#4bb99f")); c.setLineWidth(2); c.line(95, 285, 746, 285)
+    |                                                             ^ E702
+170 |     for i, (num, head, body) in enumerate(stages):
+171 |         x = x0 + i * (bw + gap)
+    |
+
+scripts\create_portfolio_case_study.py:172:44: E702 Multiple statements on one line (semicolon)
+    |
+170 |     for i, (num, head, body) in enumerate(stages):
+171 |         x = x0 + i * (bw + gap)
+172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
+    |                                            ^ E702
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+    |
+
+scripts\create_portfolio_case_study.py:173:29: E702 Multiple statements on one line (semicolon)
+    |
+171 |         x = x0 + i * (bw + gap)
+172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+    |                             ^ E702
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+    |
+
+scripts\create_portfolio_case_study.py:173:54: E702 Multiple statements on one line (semicolon)
+    |
+171 |         x = x0 + i * (bw + gap)
+172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+    |                                                      ^ E702
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+    |
+
+scripts\create_portfolio_case_study.py:174:30: E702 Multiple statements on one line (semicolon)
+    |
+172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+    |                              ^ E702
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
+    |
+
+scripts\create_portfolio_case_study.py:174:56: E702 Multiple statements on one line (semicolon)
+    |
+172 |         c.setFillColor(HexColor("#12443d")); c.roundRect(x, 205, bw, 160, 12, fill=1, stroke=0)
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+    |                                                        ^ E702
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
+    |
+
+scripts\create_portfolio_case_study.py:175:44: E702 Multiple statements on one line (semicolon)
+    |
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+    |                                            ^ E702
+176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
+177 |     paragraph(c, "Fail-closed runtime: wanneer CUDA vereist maar niet beschikbaar is, of wanneer een lokaal model ontbreekt, toont Ge…
+    |
+
+scripts\create_portfolio_case_study.py:175:66: E702 Multiple statements on one line (semicolon)
+    |
+173 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(x + 14, 340, num)
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+    |                                                                  ^ E702
+176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
+177 |     paragraph(c, "Fail-closed runtime: wanneer CUDA vereist maar niet beschikbaar is, of wanneer een lokaal model ontbreekt, toont Ge…
+    |
+
+scripts\create_portfolio_case_study.py:176:49: E702 Multiple statements on one line (semicolon)
+    |
+174 |         c.setFillColor(white); c.setFont(FONT_BOLD, 10); c.drawString(x + 14, 295, head)
+175 |         c.setFillColor(HexColor("#9fc9bf")); c.setFont(FONT, 7.4); c.drawString(x + 14, 275, body)
+176 |         c.setFillColor(MINT if i < 3 else AMBER); c.circle(x + bw / 2, 230, 6, fill=1, stroke=0)
+    |                                                 ^ E702
+177 |     paragraph(c, "Fail-closed runtime: wanneer CUDA vereist maar niet beschikbaar is, of wanneer een lokaal model ontbreekt, toont Ge…
+178 |     footer(c, 4)
+    |
+
+scripts\create_portfolio_case_study.py:182:26: E702 Multiple statements on one line (semicolon)
+    |
+181 | def draw_architecture(c: canvas.Canvas) -> None:
+182 |     c.setFillColor(white); c.rect(0, 0, W, H, fill=1, stroke=0)
+    |                          ^ E702
+183 |     title(c, "04 / Architectuur", "Eén keten, expliciete verantwoordelijkheden")
+184 |     nodes = [
+    |
+
+scripts\create_portfolio_case_study.py:193:79: E702 Multiple statements on one line (semicolon)
+    |
+191 |     ]
+192 |     for x, y, w, h, head, body in nodes:
+193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
+    |                                                                               ^ E702
+194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
+195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
+    |
+
+scripts\create_portfolio_case_study.py:194:60: E702 Multiple statements on one line (semicolon)
+    |
+192 |     for x, y, w, h, head, body in nodes:
+193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
+194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
+    |                                                            ^ E702
+195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
+196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
+    |
+
+scripts\create_portfolio_case_study.py:194:85: E702 Multiple statements on one line (semicolon)
+    |
+192 |     for x, y, w, h, head, body in nodes:
+193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
+194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
+    |                                                                                     ^ E702
+195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
+196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
+    |
+
+scripts\create_portfolio_case_study.py:195:76: E702 Multiple statements on one line (semicolon)
+    |
+193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
+194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
+195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
+    |                                                                            ^ E702
+196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
+197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
+    |
+
+scripts\create_portfolio_case_study.py:195:98: E702 Multiple statements on one line (semicolon)
+    |
+193 |         c.setFillColor(PALE if "PyTorch" not in head else HexColor("#0d5047")); c.roundRect(x, y, w, h, 10, fill=1, stroke=0)
+194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
+195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
+    |                                                                                                  ^ E702
+196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
+197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
+    |
+
+scripts\create_portfolio_case_study.py:196:27: E702 Multiple statements on one line (semicolon)
+    |
+194 |         c.setFillColor(white if "PyTorch" in head else INK); c.setFont(FONT_BOLD, 9); c.drawString(x + 12, y + 39, head)
+195 |         c.setFillColor(HexColor("#b9d8d0") if "PyTorch" in head else MUTED); c.setFont(FONT, 7.2); c.drawString(x + 12, y + 21, body)
+196 |     c.setStrokeColor(TEAL); c.setLineWidth(1.5)
+    |                           ^ E702
+197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
+198 |     for (x1,y1),(x2,y2) in arrows:
+    |
+
+scripts\create_portfolio_case_study.py:199:28: E702 Multiple statements on one line (semicolon)
+    |
+197 |     arrows = [((185,303),(220,303)),((350,303),(385,388)),((350,303),(385,218)),((535,388),(645,336)),((535,218),(570,303)),((645,270…
+198 |     for (x1,y1),(x2,y2) in arrows:
+199 |         c.line(x1,y1,x2,y2); c.circle(x2,y2,2.5,fill=1,stroke=0)
+    |                            ^ E702
+200 |     paragraph(c, "PostGIS bewaart querybare geometrie en lifecycle-records. Grote raster-, mask- en modelbestanden blijven versioned …
+201 |     footer(c, 5)
+    |
+
+scripts\create_portfolio_case_study.py:206:40: E702 Multiple statements on one line (semicolon)
+    |
+204 | def draw_outcomes(c: canvas.Canvas) -> None:
+205 |     image_cover(c, PUBLIC / "geointel-dark-case-study-cover.png", 0, 0, W, H)
+206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
+    |                                        ^ E702
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+    |
+
+scripts\create_portfolio_case_study.py:207:25: E702 Multiple statements on one line (semicolon)
+    |
+205 |     image_cover(c, PUBLIC / "geointel-dark-case-study-cover.png", 0, 0, W, H)
+206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+    |                         ^ E702
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
+    |
+
+scripts\create_portfolio_case_study.py:207:50: E702 Multiple statements on one line (semicolon)
+    |
+205 |     image_cover(c, PUBLIC / "geointel-dark-case-study-cover.png", 0, 0, W, H)
+206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+    |                                                  ^ E702
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
+    |
+
+scripts\create_portfolio_case_study.py:208:26: E702 Multiple statements on one line (semicolon)
+    |
+206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+    |                          ^ E702
+209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
+210 |     outcomes = [
+    |
+
+scripts\create_portfolio_case_study.py:208:52: E702 Multiple statements on one line (semicolon)
+    |
+206 |     c.setFillColor(HexColor("#041d19")); c.rect(0, 0, W, H, fill=1, stroke=0)
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+    |                                                    ^ E702
+209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
+210 |     outcomes = [
+    |
+
+scripts\create_portfolio_case_study.py:209:40: E702 Multiple statements on one line (semicolon)
+    |
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
+    |                                        ^ E702
+210 |     outcomes = [
+211 |         ("Map-first", "De gebruiker blijft in dezelfde ruimtelijke context."),
+    |
+
+scripts\create_portfolio_case_study.py:209:61: E702 Multiple statements on one line (semicolon)
+    |
+207 |     c.setFillColor(MINT); c.setFont(FONT_BOLD, 8); c.drawString(42, H - 44, "05 / RESULTAAT")
+208 |     c.setFillColor(white); c.setFont(FONT_BOLD, 27); c.drawString(42, H - 82, "Een professionele GeoAI-workbench")
+209 |     c.setFillColor(HexColor("#c0dad4")); c.setFont(FONT, 10); c.drawString(42, H - 104, "Nationaal/maritiem van scope, lokaal control…
+    |                                                             ^ E702
+210 |     outcomes = [
+211 |         ("Map-first", "De gebruiker blijft in dezelfde ruimtelijke context."),
+    |
+
+scripts\create_portfolio_case_study.py:219:44: E702 Multiple statements on one line (semicolon)
+    |
+217 |         x = 42 + (i % 2) * 375
+218 |         y = 330 - (i // 2) * 105
+219 |         c.setFillColor(HexColor("#123f38")); c.roundRect(x, y, 350, 78, 11, fill=1, stroke=0)
+    |                                            ^ E702
+220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+    |
+
+scripts\create_portfolio_case_study.py:220:29: E702 Multiple statements on one line (semicolon)
+    |
+218 |         y = 330 - (i // 2) * 105
+219 |         c.setFillColor(HexColor("#123f38")); c.roundRect(x, y, 350, 78, 11, fill=1, stroke=0)
+220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
+    |                             ^ E702
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
+    |
+
+scripts\create_portfolio_case_study.py:220:55: E702 Multiple statements on one line (semicolon)
+    |
+218 |         y = 330 - (i // 2) * 105
+219 |         c.setFillColor(HexColor("#123f38")); c.roundRect(x, y, 350, 78, 11, fill=1, stroke=0)
+220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
+    |                                                       ^ E702
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
+    |
+
+scripts\create_portfolio_case_study.py:222:26: E702 Multiple statements on one line (semicolon)
+    |
+220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
+    |                          ^ E702
+223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
+    |
+
+scripts\create_portfolio_case_study.py:222:52: E702 Multiple statements on one line (semicolon)
+    |
+220 |         c.setFillColor(MINT); c.setFont(FONT_BOLD, 11); c.drawString(x + 16, y + 48, head)
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
+    |                                                    ^ E702
+223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
+    |
+
+scripts\create_portfolio_case_study.py:223:40: E702 Multiple statements on one line (semicolon)
+    |
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
+223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
+    |                                        ^ E702
+    |
+
+scripts\create_portfolio_case_study.py:223:60: E702 Multiple statements on one line (semicolon)
+    |
+221 |         paragraph(c, body, x + 16, y + 38, 316, 8, HexColor("#b8d2cc"), 12)
+222 |     c.setFillColor(white); c.setFont(FONT_BOLD, 11); c.drawString(42, 58, "GeoIntel · Jens / ITWorx.tech")
+223 |     c.setFillColor(HexColor("#8fb9af")); c.setFont(FONT, 8); c.drawString(42, 42, "Belgium and the Belgian North Sea · v1.0.0")
+    |                                                            ^ E702
+    |
+
+scripts\provision_regional_grb_context.py:46:5: F401 [*] `provision_regional_grb_buildings.response_data` imported but unused
+   |
+44 |     next_page_url,
+45 |     observed_at,
+46 |     response_data,
+   |     ^^^^^^^^^^^^^ F401
+47 |     reusable_manifest,
+48 |     safe_slug,
+   |
+   = help: Remove unused import: `provision_regional_grb_buildings.response_data`
+
+scripts\provision_waterinfo_station_history.py:26:30: F401 [*] `shapely.geometry.Point` imported but unused
+   |
+24 | import requests
+25 | from requests.adapters import HTTPAdapter
+26 | from shapely.geometry import Point, mapping, shape
+   |                              ^^^^^ F401
+27 | from urllib3.util.retry import Retry
+   |
+   = help: Remove unused import
+
+scripts\provision_waterinfo_station_history.py:26:37: F401 [*] `shapely.geometry.mapping` imported but unused
+   |
+24 | import requests
+25 | from requests.adapters import HTTPAdapter
+26 | from shapely.geometry import Point, mapping, shape
+   |                                     ^^^^^^^ F401
+27 | from urllib3.util.retry import Retry
+   |
+   = help: Remove unused import
+
+scripts\refine_yolo_labels_with_sam.py:14:20: F401 [*] `typing.Any` imported but unused
+   |
+12 | import shutil
+13 | from pathlib import Path
+14 | from typing import Any
+   |                    ^^^ F401
+   |
+   = help: Remove unused import: `typing.Any`
+
+scripts\run_golden_qa_benchmark.py:15:24: F401 [*] `app.models.Area` imported but unused
+   |
+13 |     sys.path.insert(0, str(BACKEND_ROOT))
+14 |
+15 | from app.models import Area, Dataset, Metric, QualityCheck  # noqa: E402
+   |                        ^^^^ F401
+16 | from app.services.qa_service import QaService  # noqa: E402
+17 | from app.services.quality_service import QualityService  # noqa: E402
+   |
+   = help: Remove unused import: `app.models.Area`
+
+scripts\seed_demo_workflow.py:11:1: E402 Module level import not at top of file
+   |
+ 9 | sys.path.insert(0, str(ROOT / "backend"))
+10 |
+11 | from app.db.session import SessionLocal
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+12 | from app.services.demo_workflow_service import DemoWorkflowService
+   |
+
+scripts\seed_demo_workflow.py:12:1: E402 Module level import not at top of file
+   |
+11 | from app.db.session import SessionLocal
+12 | from app.services.demo_workflow_service import DemoWorkflowService
+   | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ E402
+   |
+
+scripts\smoke_contracts.py:4:11: E701 Multiple statements on one line (colon)
+  |
+2 | ROOT = Path(__file__).resolve().parents[1]
+3 | missing=[d for d in ["contracts/api","contracts/database","contracts/events"] if not (ROOT/d).exists()]
+4 | if missing: raise SystemExit("Missing contract directories: "+", ".join(missing))
+  |           ^ E701
+5 | print("Contracts smoke OK")
+  |
+
+scripts\smoke_docs.py:5:11: E701 Multiple statements on one line (colon)
+  |
+3 | required_docs = ["docs/M5_OPERATIONAL_READINESS.md","docs/BUILD_GOVERNANCE.md","docs/CI_CD_SPECIFICATION.md","docs/HEALTHCHECK_CONTRACT…
+4 | missing=[p for p in required_docs if not (ROOT/p).exists()]
+5 | if missing: raise SystemExit("Missing docs:\n"+"\n".join(missing))
+  |           ^ E701
+6 | print("Documentation smoke OK")
+  |
+
+scripts\train_building_proposal_filter.py:136:39: F401 [*] `torchvision.transforms` imported but unused
+    |
+134 |     from torch import nn
+135 |     from torch.utils.data import DataLoader
+136 |     from torchvision import datasets, transforms
+    |                                       ^^^^^^^^^^ F401
+137 |     from torchvision.models import ResNet18_Weights, resnet18
+138 |     from ultralytics import YOLO
+    |
+    = help: Remove unused import: `torchvision.transforms`
+
+Found 112 errors.
+[*] 18 fixable with the `--fix` option (2 hidden fixes can be enabled with the `--unsafe-fixes` option).
diff --git a/artifacts/evidence/accuracy/P1/static-risk-signals.json b/artifacts/evidence/accuracy/P1/static-risk-signals.json
index 64e55092..afe84396 100644
--- a/artifacts/evidence/accuracy/P1/static-risk-signals.json
+++ b/artifacts/evidence/accuracy/P1/static-risk-signals.json
@@ -1,663 +1,663 @@
-{
-  "counts": {
-    "fallback": 27,
-    "fixture": 94,
-    "heuristic": 1,
-    "mock": 31,
-    "not_configured": 24,
-    "placeholder": 39,
-    "todo": 2
-  },
-  "examples": {
-    "fallback": [
-      {
-        "line": 1046,
-        "path": "backend/app/services/export_service.py",
-        "text": "def _filename(name: str | None, fallback: str, suffix: str) -> str:"
-      },
-      {
-        "line": 1047,
-        "path": "backend/app/services/export_service.py",
-        "text": "raw_name = name or fallback"
-      },
-      {
-        "line": 1050,
-        "path": "backend/app/services/export_service.py",
-        "text": "cleaned = fallback"
-      },
-      {
-        "line": 29,
-        "path": "backend/app/services/mdk_bathymetry_acquisition_service.py",
-        "text": "No depth values are ever synthesized, no insecure TLS fallback exists and the"
-      },
-      {
-        "line": 173,
-        "path": "backend/app/services/mdk_bathymetry_probe_service.py",
-        "text": "message=\"MDK WCS TLS certificate validation failed; insecure fallback is prohibited.\","
-      },
-      {
-        "line": 186,
-        "path": "backend/app/services/mdk_bathymetry_probe_service.py",
-        "text": "\"MDK WCS TLS certificate validation failed; insecure fallback is prohibited.\""
-      },
-      {
-        "line": 440,
-        "path": "backend/app/services/raster_operations_service.py",
-        "text": "# best effort fallback; keep computed dimensions."
-      },
-      {
-        "line": 19,
-        "path": "backend/app/services/raster_service.py",
-        "text": "except Exception as exc:  # pragma: no cover - exercised via API-level fallback tests"
-      },
-      {
-        "line": 26,
-        "path": "backend/app/services/storage_service.py",
-        "text": "fallback = \"upload\""
-      },
-      {
-        "line": 28,
-        "path": "backend/app/services/storage_service.py",
-        "text": "return fallback"
-      },
-      {
-        "line": 37,
-        "path": "backend/app/services/storage_service.py",
-        "text": "return cleaned or fallback"
-      },
-      {
-        "line": 76,
-        "path": "frontend/src/hooks/useGeoAssistant.ts",
-        "text": "const fallback = result.default_model && result.items.some((model) => model.name === result.default_model)"
-      },
-      {
-        "line": 79,
-        "path": "frontend/src/hooks/useGeoAssistant.ts",
-        "text": "setDefaultModel(fallback)"
-      },
-      {
-        "line": 9,
-        "path": "frontend/src/lib/authError.ts",
-        "text": "export function formatAuthError(error: unknown, fallback: string): string {"
-      },
-      {
-        "line": 10,
-        "path": "frontend/src/lib/authError.ts",
-        "text": "if (!(error instanceof Error)) return fallback"
-      },
-      {
-        "line": 21,
-        "path": "frontend/src/lib/authError.ts",
-        "text": "return fallback"
-      },
-      {
-        "line": 24,
-        "path": "frontend/src/lib/authError.ts",
-        "text": "return error.message || fallback"
-      },
-      {
-        "line": 1,
-        "path": "frontend/src/lib/formatError.ts",
-        "text": "export function formatError(error: unknown, fallback: string): string {"
-      },
-      {
-        "line": 6,
-        "path": "frontend/src/lib/formatError.ts",
-        "text": "return fallback"
-      },
-      {
-        "line": 501,
-        "path": "scripts/provision_belgium_north_sea_scope.py",
-        "text": "def _max_admin_modification(payloads: dict[str, dict[str, Any]], fallback: str) -> str:"
-      },
-      {
-        "line": 507,
-        "path": "scripts/provision_belgium_north_sea_scope.py",
-        "text": "value = max(values) if values else fallback"
-      },
-      {
-        "line": 111,
-        "path": "scripts/refine_yolo_labels_with_sam.py",
-        "text": "parser.add_argument(\"--fallback-policy\", choices=(\"retain\", \"drop\"), default=\"retain\")"
-      },
-      {
-        "line": 42,
-        "path": "scripts/run_accuracy_phase1_baseline.py",
-        "text": "\"fallback\": re.compile(r\"\\b(?:fallback|fall back)\\b\", re.IGNORECASE),"
-      },
-      {
-        "line": 347,
-        "path": "scripts/run_accuracy_phase1_baseline.py",
-        "text": "\"mock/fixture/placeholder/fallback triage signals\","
-      },
-      {
-        "line": 52,
-        "path": "scripts/run_golden_qa_benchmark.py",
-        "text": "# Backwards-compatible fallback for older checkouts and local smoke scripts."
-      }
-    ],
-    "fixture": [
-      {
-        "line": 3,
-        "path": "backend/app/providers/__init__.py",
-        "text": "from app.providers import base, fixture, grb, manual, osm, registry"
-      },
-      {
-        "line": 5,
-        "path": "backend/app/providers/__init__.py",
-        "text": "__all__ = [\"base\", \"fixture\", \"grb\", \"manual\", \"osm\", \"registry\"]"
-      },
-      {
-        "line": 9,
-        "path": "backend/app/providers/fixture.py",
-        "text": "provider_name=\"fixture\","
-      },
-      {
-        "line": 10,
-        "path": "backend/app/providers/fixture.py",
-        "text": "display_name=\"Fixture data\","
-      },
-      {
-        "line": 11,
-        "path": "backend/app/providers/fixture.py",
-        "text": "authority_level=\"fixture\","
-      },
-      {
-        "line": 14,
-        "path": "backend/app/providers/fixture.py",
-        "text": "supported_query_modes=[\"fixture\"],"
-      },
-      {
-        "line": 15,
-        "path": "backend/app/providers/fixture.py",
-        "text": "fetch_signature=\"tests/fixtures and demo fixture upload flow\","
-      },
-      {
-        "line": 16,
-        "path": "backend/app/providers/fixture.py",
-        "text": "limitation_message=\"Fixture provider represents local test/demo fixtures only.\","
-      },
-      {
-        "line": 7,
-        "path": "backend/app/providers/registry.py",
-        "text": "from app.providers.fixture import FixtureProvider"
-      },
-      {
-        "line": 37,
-        "path": "backend/app/providers/registry.py",
-        "text": "\"fixture\": FixtureProvider(),"
-      },
-      {
-        "line": 112,
-        "path": "backend/app/providers/registry.py",
-        "text": "provider_name=\"fixture\","
-      },
-      {
-        "line": 114,
-        "path": "backend/app/providers/registry.py",
-        "text": "message=\"Fixture provider data must use checked-in demo/test fixture flows.\","
-      },
-      {
-        "line": 122,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": ".filter(Dataset.source_name == \"fixture\")"
-      },
-      {
-        "line": 129,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": ".filter(Dataset.source_name == \"fixture\")"
-      },
-      {
-        "line": 148,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": ".filter(Dataset.source_name == \"fixture\")"
-      },
-      {
-        "line": 213,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "source=\"fixture\","
-      },
-      {
-        "line": 218,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "\"fixture\": True,"
-      },
-      {
-        "line": 298,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "source=\"fixture\","
-      },
-      {
-        "line": 300,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "source_name=\"fixture\","
-      },
-      {
-        "line": 303,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "\"fixture\": True,"
-      },
-      {
-        "line": 423,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": ".filter(Dataset.source_name == \"fixture\")"
-      },
-      {
-        "line": 430,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": ".filter(Dataset.source_name == \"fixture\")"
-      },
-      {
-        "line": 472,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "description=\"Offline fixture workflow: reference buildings, predicted buildings and persisted QA metrics.\","
-      },
-      {
-        "line": 497,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "source_name=\"fixture\","
-      },
-      {
-        "line": 509,
-        "path": "backend/app/services/demo_workflow_service.py",
-        "text": "source_name=\"fixture\","
-      }
-    ],
-    "heuristic": [
-      {
-        "line": 39,
-        "path": "scripts/run_accuracy_phase1_baseline.py",
-        "text": "\"heuristic\": re.compile(r\"\\bheuristic(?:s)?\\b\", re.IGNORECASE),"
-      }
-    ],
-    "mock": [
-      {
-        "line": 7,
-        "path": "frontend/src/components/auth/LandingPage.test.tsx",
-        "text": "vi.mock('../../services/api/auth', () => ({"
-      },
-      {
-        "line": 34,
-        "path": "frontend/src/components/auth/LandingPage.test.tsx",
-        "text": "vi.mocked(login).mockReset()"
-      },
-      {
-        "line": 35,
-        "path": "frontend/src/components/auth/LandingPage.test.tsx",
-        "text": "vi.mocked(loginAsGuest).mockReset()"
-      },
-      {
-        "line": 42,
-        "path": "frontend/src/components/auth/LandingPage.test.tsx",
-        "text": "vi.mocked(login).mockResolvedValue(operatorSession)"
-      },
-      {
-        "line": 57,
-        "path": "frontend/src/components/auth/LandingPage.test.tsx",
-        "text": "vi.mocked(loginAsGuest).mockResolvedValue(guestSession)"
-      },
-      {
-        "line": 75,
-        "path": "frontend/src/components/auth/LandingPage.test.tsx",
-        "text": "vi.mocked(login).mockRejectedValue(new Error('Gebruikersnaam of wachtwoord is onjuist.'))"
-      },
-      {
-        "line": 8,
-        "path": "frontend/src/components/map/MunicipalitySearch.test.tsx",
-        "text": "vi.mock('../../services/api/areas', () => ({"
-      },
-      {
-        "line": 14,
-        "path": "frontend/src/components/map/MunicipalitySearch.test.tsx",
-        "text": "vi.mocked(areasApi.searchMunicipalities).mockResolvedValue({"
-      },
-      {
-        "line": 5,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "const mocks = vi.hoisted(() => ({"
-      },
-      {
-        "line": 9,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "vi.mock('../services/api', () => ({"
-      },
-      {
-        "line": 11,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "resolveCoverage: mocks.resolveCoverage,"
-      },
-      {
-        "line": 35,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "mocks.resolveCoverage.mockResolvedValue(coverageResult)"
-      },
-      {
-        "line": 51,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "expect(mocks.resolveCoverage).not.toHaveBeenCalled()"
-      },
-      {
-        "line": 58,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "expect(mocks.resolveCoverage).not.toHaveBeenCalled()"
-      },
-      {
-        "line": 64,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "expect(mocks.resolveCoverage).toHaveBeenCalledWith({"
-      },
-      {
-        "line": 89,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "mocks.resolveCoverage.mockRejectedValueOnce(new Error('provider unavailable'))"
-      },
-      {
-        "line": 102,
-        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
-        "text": "mocks.resolveCoverage.mockImplementationOnce("
-      },
-      {
-        "line": 5,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "const mocks = vi.hoisted(() => ({"
-      },
-      {
-        "line": 9,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "vi.mock('../services/api/temporal', () => ({"
-      },
-      {
-        "line": 11,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "compare: mocks.compare,"
-      },
-      {
-        "line": 34,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "expect(mocks.compare).not.toHaveBeenCalled()"
-      },
-      {
-        "line": 43,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "expect(mocks.compare).not.toHaveBeenCalled()"
-      },
-      {
-        "line": 53,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "mocks.compare.mockResolvedValueOnce(comparison)"
-      },
-      {
-        "line": 64,
-        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
-        "text": "expect(mocks.compare).toHaveBeenCalledWith('project-1', {"
-      },
-      {
-        "line": 37,
-        "path": "scripts/run_accuracy_phase1_baseline.py",
-        "text": "\"mock\": re.compile(r\"\\bmock(?:ed|ing|s)?\\b\", re.IGNORECASE),"
-      }
-    ],
-    "not_configured": [
-      {
-        "line": 166,
-        "path": "backend/app/api/routes/external.py",
-        "text": "status=response.get(\"status\", \"not_configured\"),"
-      },
-      {
-        "line": 149,
-        "path": "backend/app/api/routes/health.py",
-        "text": "yolo_status = configured_yolo.status if configured_yolo else \"not_configured\""
-      },
-      {
-        "line": 79,
-        "path": "backend/app/providers/base.py",
-        "text": "status=\"configured\" if self.is_configured else \"not_configured\","
-      },
-      {
-        "line": 94,
-        "path": "backend/app/providers/base.py",
-        "text": "\"status\": \"not_configured\","
-      },
-      {
-        "line": 96,
-        "path": "backend/app/providers/registry.py",
-        "text": "status=\"not_configured\","
-      },
-      {
-        "line": 9,
-        "path": "backend/app/schemas/coverage.py",
-        "text": "CoverageStatus = Literal[\"operational\", \"partial\", \"not_configured\", \"unsupported\"]"
-      },
-      {
-        "line": 53,
-        "path": "backend/app/services/coverage_registry_service.py",
-        "text": "STATUS_ORDER = (\"unsupported\", \"not_configured\", \"partial\", \"operational\")"
-      },
-      {
-        "line": 340,
-        "path": "backend/app/services/coverage_registry_service.py",
-        "text": "integration_status=\"not_configured\","
-      },
-      {
-        "line": 572,
-        "path": "backend/app/services/coverage_registry_service.py",
-        "text": "\"not_configured\""
-      },
-      {
-        "line": 266,
-        "path": "backend/app/services/geo_assistant_service.py",
-        "text": "status=\"not_configured\","
-      },
-      {
-        "line": 42,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "status=\"not_configured\","
-      },
-      {
-        "line": 98,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "status=\"not_configured\","
-      },
-      {
-        "line": 127,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "status = \"not_configured\""
-      },
-      {
-        "line": 169,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "status = \"not_configured\""
-      },
-      {
-        "line": 211,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "status = \"not_configured\""
-      },
-      {
-        "line": 36,
-        "path": "backend/app/services/yolo_preflight_service.py",
-        "text": "\"status\": \"not_configured\","
-      },
-      {
-        "line": 40,
-        "path": "frontend/src/components/detection/DetectionModelManagement.tsx",
-        "text": "if (value === 'not_configured') return 'niet geconfigureerd'"
-      },
-      {
-        "line": 295,
-        "path": "frontend/src/components/map/MapWorkspace.tsx",
-        "text": "not_configured: 'Niet gekoppeld',"
-      },
-      {
-        "line": 1050,
-        "path": "frontend/src/components/map/MapWorkspace.tsx",
-        "text": "{ operational: 0, partial: 0, not_configured: 0, unsupported: 0 },"
-      },
-      {
-        "line": 1051,
-        "path": "frontend/src/components/map/MapWorkspace.tsx",
-        "text": ") ?? { operational: 0, partial: 0, not_configured: 0, unsupported: 0 },"
-      },
-      {
-        "line": 3365,
-        "path": "frontend/src/components/map/MapWorkspace.tsx",
-        "text": "<span>{coverageCounts.not_configured} niet gekoppeld</span>"
-      },
-      {
-        "line": 6,
-        "path": "frontend/src/components/models/modelOptions.ts",
-        "text": "const configured = model.configured && model.status !== 'not_configured'"
-      },
-      {
-        "line": 1072,
-        "path": "frontend/src/types.ts",
-        "text": "export type CoverageStatus = 'operational' | 'partial' | 'not_configured' | 'unsupported'"
-      },
-      {
-        "line": 40,
-        "path": "scripts/run_accuracy_phase1_baseline.py",
-        "text": "\"not_configured\": re.compile(r\"\\bnot_configured\\b\", re.IGNORECASE),"
-      }
-    ],
-    "placeholder": [
-      {
-        "line": 36,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "model_id=\"yolo-placeholder\","
-      },
-      {
-        "line": 37,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "display_name=\"YOLO detector placeholder\","
-      },
-      {
-        "line": 92,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "model_id=\"segmentation-placeholder\","
-      },
-      {
-        "line": 93,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "display_name=\"Segmentation placeholder\","
-      },
-      {
-        "line": 94,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "framework=\"placeholder\","
-      },
-      {
-        "line": 99,
-        "path": "backend/app/services/model_registry_service.py",
-        "text": "limitation_message=\"Segmentation inference is not configured for this placeholder; no model is downloaded or executed.\","
-      },
-      {
-        "line": 187,
-        "path": "frontend/src/components/assistant/GeoAssistantPanel.tsx",
-        "text": "placeholder=\"Bijvoorbeeld: hoeveel bos verdween er sinds 2013?\""
-      },
-      {
-        "line": 246,
-        "path": "frontend/src/components/datasets/DatasetPanel.tsx",
-        "text": "placeholder=\"bijvoorbeeld eigen luchtbeeld\""
-      },
-      {
-        "line": 306,
-        "path": "frontend/src/components/datasets/DatasetPanel.tsx",
-        "text": "placeholder=\"Naam, bron, gemeente of type\""
-      },
-      {
-        "line": 276,
-        "path": "frontend/src/components/datasets/RasterControls.tsx",
-        "text": "placeholder=\"EPSG:31370\""
-      },
-      {
-        "line": 345,
-        "path": "frontend/src/components/datasets/RasterControls.tsx",
-        "text": "placeholder=\"optioneel\""
-      },
-      {
-        "line": 44,
-        "path": "frontend/src/components/detection/DetectionLab.tsx",
-        "text": "if (modelName === 'yolo-placeholder') return 'Niet-geconfigureerd gebouwmodel'"
-      },
-      {
-        "line": 516,
-        "path": "frontend/src/components/detection/DetectionLab.tsx",
-        "text": "placeholder=\"Pad naar de aangemaakte beeldtegels\""
-      },
-      {
-        "line": 583,
-        "path": "frontend/src/components/detection/DetectionLab.tsx",
-        "text": "placeholder=\"0.50 0.25 0.15\""
-      },
-      {
-        "line": 715,
-        "path": "frontend/src/components/detection/DetectionLab.tsx",
-        "text": "placeholder=\"bijvoorbeeld gebouw\""
-      },
-      {
-        "line": 28,
-        "path": "frontend/src/components/detection/DetectionModelManagement.tsx",
-        "text": "if (model.model_id === 'yolo-placeholder') return 'Gebouwmodel nog niet geconfigureerd'"
-      },
-      {
-        "line": 402,
-        "path": "frontend/src/components/exports/ExportCenter.tsx",
-        "text": "placeholder=\"Type, id of pad\""
-      },
-      {
-        "line": 2312,
-        "path": "frontend/src/components/map/MapWorkspace.tsx",
-        "text": "placeholder=\"Zoek thema’s\""
-      },
-      {
-        "line": 82,
-        "path": "frontend/src/components/map/MunicipalitySearch.tsx",
-        "text": "placeholder=\"Gemeentenaam of NIS-code\""
-      },
-      {
-        "line": 98,
-        "path": "frontend/src/components/project/AreaPanel.tsx",
-        "text": "placeholder=\"Naam van het gebied\""
-      },
-      {
-        "line": 106,
-        "path": "frontend/src/components/project/AreaPanel.tsx",
-        "text": "placeholder=\"EPSG:4326\""
-      },
-      {
-        "line": 142,
-        "path": "frontend/src/components/project/AreaPanel.tsx",
-        "text": "placeholder=\"Bijvoorbeeld Brussel, Namen of Noordzee\""
-      },
-      {
-        "line": 119,
-        "path": "frontend/src/components/project/ProjectPanel.tsx",
-        "text": "placeholder=\"Naam van de werkruimte\""
-      },
-      {
-        "line": 127,
-        "path": "frontend/src/components/project/ProjectPanel.tsx",
-        "text": "placeholder=\"Korte beschrijving\""
-      },
-      {
-        "line": 135,
-        "path": "frontend/src/components/project/ProjectPanel.tsx",
-        "text": "placeholder=\"Regio\""
-      }
-    ],
-    "todo": [
-      {
-        "line": 23,
-        "path": "scripts/codex_pass_end_check.sh",
-        "text": "\"TODO: implement later\\|placeholder only\\|fake completed\" \\"
-      },
-      {
-        "line": 6,
-        "path": "scripts/contract_drift_grep.sh",
-        "text": "if grep -R \"TODO: decide\\|TBD\\|placeholder only\\|fake real\" -n docs contracts backend frontend prompts 2>/dev/null; then"
-      }
-    ]
-  },
-  "interpretation": "Triage signals only; production impact requires a traced contract/runtime path."
-}
+{
+  "counts": {
+    "fallback": 27,
+    "fixture": 94,
+    "heuristic": 1,
+    "mock": 31,
+    "not_configured": 24,
+    "placeholder": 39,
+    "todo": 2
+  },
+  "examples": {
+    "fallback": [
+      {
+        "line": 1046,
+        "path": "backend/app/services/export_service.py",
+        "text": "def _filename(name: str | None, fallback: str, suffix: str) -> str:"
+      },
+      {
+        "line": 1047,
+        "path": "backend/app/services/export_service.py",
+        "text": "raw_name = name or fallback"
+      },
+      {
+        "line": 1050,
+        "path": "backend/app/services/export_service.py",
+        "text": "cleaned = fallback"
+      },
+      {
+        "line": 29,
+        "path": "backend/app/services/mdk_bathymetry_acquisition_service.py",
+        "text": "No depth values are ever synthesized, no insecure TLS fallback exists and the"
+      },
+      {
+        "line": 173,
+        "path": "backend/app/services/mdk_bathymetry_probe_service.py",
+        "text": "message=\"MDK WCS TLS certificate validation failed; insecure fallback is prohibited.\","
+      },
+      {
+        "line": 186,
+        "path": "backend/app/services/mdk_bathymetry_probe_service.py",
+        "text": "\"MDK WCS TLS certificate validation failed; insecure fallback is prohibited.\""
+      },
+      {
+        "line": 440,
+        "path": "backend/app/services/raster_operations_service.py",
+        "text": "# best effort fallback; keep computed dimensions."
+      },
+      {
+        "line": 19,
+        "path": "backend/app/services/raster_service.py",
+        "text": "except Exception as exc:  # pragma: no cover - exercised via API-level fallback tests"
+      },
+      {
+        "line": 26,
+        "path": "backend/app/services/storage_service.py",
+        "text": "fallback = \"upload\""
+      },
+      {
+        "line": 28,
+        "path": "backend/app/services/storage_service.py",
+        "text": "return fallback"
+      },
+      {
+        "line": 37,
+        "path": "backend/app/services/storage_service.py",
+        "text": "return cleaned or fallback"
+      },
+      {
+        "line": 76,
+        "path": "frontend/src/hooks/useGeoAssistant.ts",
+        "text": "const fallback = result.default_model && result.items.some((model) => model.name === result.default_model)"
+      },
+      {
+        "line": 79,
+        "path": "frontend/src/hooks/useGeoAssistant.ts",
+        "text": "setDefaultModel(fallback)"
+      },
+      {
+        "line": 9,
+        "path": "frontend/src/lib/authError.ts",
+        "text": "export function formatAuthError(error: unknown, fallback: string): string {"
+      },
+      {
+        "line": 10,
+        "path": "frontend/src/lib/authError.ts",
+        "text": "if (!(error instanceof Error)) return fallback"
+      },
+      {
+        "line": 21,
+        "path": "frontend/src/lib/authError.ts",
+        "text": "return fallback"
+      },
+      {
+        "line": 24,
+        "path": "frontend/src/lib/authError.ts",
+        "text": "return error.message || fallback"
+      },
+      {
+        "line": 1,
+        "path": "frontend/src/lib/formatError.ts",
+        "text": "export function formatError(error: unknown, fallback: string): string {"
+      },
+      {
+        "line": 6,
+        "path": "frontend/src/lib/formatError.ts",
+        "text": "return fallback"
+      },
+      {
+        "line": 501,
+        "path": "scripts/provision_belgium_north_sea_scope.py",
+        "text": "def _max_admin_modification(payloads: dict[str, dict[str, Any]], fallback: str) -> str:"
+      },
+      {
+        "line": 507,
+        "path": "scripts/provision_belgium_north_sea_scope.py",
+        "text": "value = max(values) if values else fallback"
+      },
+      {
+        "line": 111,
+        "path": "scripts/refine_yolo_labels_with_sam.py",
+        "text": "parser.add_argument(\"--fallback-policy\", choices=(\"retain\", \"drop\"), default=\"retain\")"
+      },
+      {
+        "line": 42,
+        "path": "scripts/run_accuracy_phase1_baseline.py",
+        "text": "\"fallback\": re.compile(r\"\\b(?:fallback|fall back)\\b\", re.IGNORECASE),"
+      },
+      {
+        "line": 347,
+        "path": "scripts/run_accuracy_phase1_baseline.py",
+        "text": "\"mock/fixture/placeholder/fallback triage signals\","
+      },
+      {
+        "line": 52,
+        "path": "scripts/run_golden_qa_benchmark.py",
+        "text": "# Backwards-compatible fallback for older checkouts and local smoke scripts."
+      }
+    ],
+    "fixture": [
+      {
+        "line": 3,
+        "path": "backend/app/providers/__init__.py",
+        "text": "from app.providers import base, fixture, grb, manual, osm, registry"
+      },
+      {
+        "line": 5,
+        "path": "backend/app/providers/__init__.py",
+        "text": "__all__ = [\"base\", \"fixture\", \"grb\", \"manual\", \"osm\", \"registry\"]"
+      },
+      {
+        "line": 9,
+        "path": "backend/app/providers/fixture.py",
+        "text": "provider_name=\"fixture\","
+      },
+      {
+        "line": 10,
+        "path": "backend/app/providers/fixture.py",
+        "text": "display_name=\"Fixture data\","
+      },
+      {
+        "line": 11,
+        "path": "backend/app/providers/fixture.py",
+        "text": "authority_level=\"fixture\","
+      },
+      {
+        "line": 14,
+        "path": "backend/app/providers/fixture.py",
+        "text": "supported_query_modes=[\"fixture\"],"
+      },
+      {
+        "line": 15,
+        "path": "backend/app/providers/fixture.py",
+        "text": "fetch_signature=\"tests/fixtures and demo fixture upload flow\","
+      },
+      {
+        "line": 16,
+        "path": "backend/app/providers/fixture.py",
+        "text": "limitation_message=\"Fixture provider represents local test/demo fixtures only.\","
+      },
+      {
+        "line": 7,
+        "path": "backend/app/providers/registry.py",
+        "text": "from app.providers.fixture import FixtureProvider"
+      },
+      {
+        "line": 37,
+        "path": "backend/app/providers/registry.py",
+        "text": "\"fixture\": FixtureProvider(),"
+      },
+      {
+        "line": 112,
+        "path": "backend/app/providers/registry.py",
+        "text": "provider_name=\"fixture\","
+      },
+      {
+        "line": 114,
+        "path": "backend/app/providers/registry.py",
+        "text": "message=\"Fixture provider data must use checked-in demo/test fixture flows.\","
+      },
+      {
+        "line": 122,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": ".filter(Dataset.source_name == \"fixture\")"
+      },
+      {
+        "line": 129,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": ".filter(Dataset.source_name == \"fixture\")"
+      },
+      {
+        "line": 148,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": ".filter(Dataset.source_name == \"fixture\")"
+      },
+      {
+        "line": 213,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "source=\"fixture\","
+      },
+      {
+        "line": 218,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "\"fixture\": True,"
+      },
+      {
+        "line": 298,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "source=\"fixture\","
+      },
+      {
+        "line": 300,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "source_name=\"fixture\","
+      },
+      {
+        "line": 303,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "\"fixture\": True,"
+      },
+      {
+        "line": 423,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": ".filter(Dataset.source_name == \"fixture\")"
+      },
+      {
+        "line": 430,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": ".filter(Dataset.source_name == \"fixture\")"
+      },
+      {
+        "line": 472,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "description=\"Offline fixture workflow: reference buildings, predicted buildings and persisted QA metrics.\","
+      },
+      {
+        "line": 497,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "source_name=\"fixture\","
+      },
+      {
+        "line": 509,
+        "path": "backend/app/services/demo_workflow_service.py",
+        "text": "source_name=\"fixture\","
+      }
+    ],
+    "heuristic": [
+      {
+        "line": 39,
+        "path": "scripts/run_accuracy_phase1_baseline.py",
+        "text": "\"heuristic\": re.compile(r\"\\bheuristic(?:s)?\\b\", re.IGNORECASE),"
+      }
+    ],
+    "mock": [
+      {
+        "line": 7,
+        "path": "frontend/src/components/auth/LandingPage.test.tsx",
+        "text": "vi.mock('../../services/api/auth', () => ({"
+      },
+      {
+        "line": 34,
+        "path": "frontend/src/components/auth/LandingPage.test.tsx",
+        "text": "vi.mocked(login).mockReset()"
+      },
+      {
+        "line": 35,
+        "path": "frontend/src/components/auth/LandingPage.test.tsx",
+        "text": "vi.mocked(loginAsGuest).mockReset()"
+      },
+      {
+        "line": 42,
+        "path": "frontend/src/components/auth/LandingPage.test.tsx",
+        "text": "vi.mocked(login).mockResolvedValue(operatorSession)"
+      },
+      {
+        "line": 57,
+        "path": "frontend/src/components/auth/LandingPage.test.tsx",
+        "text": "vi.mocked(loginAsGuest).mockResolvedValue(guestSession)"
+      },
+      {
+        "line": 75,
+        "path": "frontend/src/components/auth/LandingPage.test.tsx",
+        "text": "vi.mocked(login).mockRejectedValue(new Error('Gebruikersnaam of wachtwoord is onjuist.'))"
+      },
+      {
+        "line": 8,
+        "path": "frontend/src/components/map/MunicipalitySearch.test.tsx",
+        "text": "vi.mock('../../services/api/areas', () => ({"
+      },
+      {
+        "line": 14,
+        "path": "frontend/src/components/map/MunicipalitySearch.test.tsx",
+        "text": "vi.mocked(areasApi.searchMunicipalities).mockResolvedValue({"
+      },
+      {
+        "line": 5,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "const mocks = vi.hoisted(() => ({"
+      },
+      {
+        "line": 9,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "vi.mock('../services/api', () => ({"
+      },
+      {
+        "line": 11,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "resolveCoverage: mocks.resolveCoverage,"
+      },
+      {
+        "line": 35,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "mocks.resolveCoverage.mockResolvedValue(coverageResult)"
+      },
+      {
+        "line": 51,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "expect(mocks.resolveCoverage).not.toHaveBeenCalled()"
+      },
+      {
+        "line": 58,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "expect(mocks.resolveCoverage).not.toHaveBeenCalled()"
+      },
+      {
+        "line": 64,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "expect(mocks.resolveCoverage).toHaveBeenCalledWith({"
+      },
+      {
+        "line": 89,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "mocks.resolveCoverage.mockRejectedValueOnce(new Error('provider unavailable'))"
+      },
+      {
+        "line": 102,
+        "path": "frontend/src/hooks/useCoverageResolver.test.tsx",
+        "text": "mocks.resolveCoverage.mockImplementationOnce("
+      },
+      {
+        "line": 5,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "const mocks = vi.hoisted(() => ({"
+      },
+      {
+        "line": 9,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "vi.mock('../services/api/temporal', () => ({"
+      },
+      {
+        "line": 11,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "compare: mocks.compare,"
+      },
+      {
+        "line": 34,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "expect(mocks.compare).not.toHaveBeenCalled()"
+      },
+      {
+        "line": 43,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "expect(mocks.compare).not.toHaveBeenCalled()"
+      },
+      {
+        "line": 53,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "mocks.compare.mockResolvedValueOnce(comparison)"
+      },
+      {
+        "line": 64,
+        "path": "frontend/src/hooks/useTemporalComparison.test.tsx",
+        "text": "expect(mocks.compare).toHaveBeenCalledWith('project-1', {"
+      },
+      {
+        "line": 37,
+        "path": "scripts/run_accuracy_phase1_baseline.py",
+        "text": "\"mock\": re.compile(r\"\\bmock(?:ed|ing|s)?\\b\", re.IGNORECASE),"
+      }
+    ],
+    "not_configured": [
+      {
+        "line": 166,
+        "path": "backend/app/api/routes/external.py",
+        "text": "status=response.get(\"status\", \"not_configured\"),"
+      },
+      {
+        "line": 149,
+        "path": "backend/app/api/routes/health.py",
+        "text": "yolo_status = configured_yolo.status if configured_yolo else \"not_configured\""
+      },
+      {
+        "line": 79,
+        "path": "backend/app/providers/base.py",
+        "text": "status=\"configured\" if self.is_configured else \"not_configured\","
+      },
+      {
+        "line": 94,
+        "path": "backend/app/providers/base.py",
+        "text": "\"status\": \"not_configured\","
+      },
+      {
+        "line": 96,
+        "path": "backend/app/providers/registry.py",
+        "text": "status=\"not_configured\","
+      },
+      {
+        "line": 9,
+        "path": "backend/app/schemas/coverage.py",
+        "text": "CoverageStatus = Literal[\"operational\", \"partial\", \"not_configured\", \"unsupported\"]"
+      },
+      {
+        "line": 53,
+        "path": "backend/app/services/coverage_registry_service.py",
+        "text": "STATUS_ORDER = (\"unsupported\", \"not_configured\", \"partial\", \"operational\")"
+      },
+      {
+        "line": 340,
+        "path": "backend/app/services/coverage_registry_service.py",
+        "text": "integration_status=\"not_configured\","
+      },
+      {
+        "line": 572,
+        "path": "backend/app/services/coverage_registry_service.py",
+        "text": "\"not_configured\""
+      },
+      {
+        "line": 266,
+        "path": "backend/app/services/geo_assistant_service.py",
+        "text": "status=\"not_configured\","
+      },
+      {
+        "line": 42,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "status=\"not_configured\","
+      },
+      {
+        "line": 98,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "status=\"not_configured\","
+      },
+      {
+        "line": 127,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "status = \"not_configured\""
+      },
+      {
+        "line": 169,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "status = \"not_configured\""
+      },
+      {
+        "line": 211,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "status = \"not_configured\""
+      },
+      {
+        "line": 36,
+        "path": "backend/app/services/yolo_preflight_service.py",
+        "text": "\"status\": \"not_configured\","
+      },
+      {
+        "line": 40,
+        "path": "frontend/src/components/detection/DetectionModelManagement.tsx",
+        "text": "if (value === 'not_configured') return 'niet geconfigureerd'"
+      },
+      {
+        "line": 295,
+        "path": "frontend/src/components/map/MapWorkspace.tsx",
+        "text": "not_configured: 'Niet gekoppeld',"
+      },
+      {
+        "line": 1050,
+        "path": "frontend/src/components/map/MapWorkspace.tsx",
+        "text": "{ operational: 0, partial: 0, not_configured: 0, unsupported: 0 },"
+      },
+      {
+        "line": 1051,
+        "path": "frontend/src/components/map/MapWorkspace.tsx",
+        "text": ") ?? { operational: 0, partial: 0, not_configured: 0, unsupported: 0 },"
+      },
+      {
+        "line": 3365,
+        "path": "frontend/src/components/map/MapWorkspace.tsx",
+        "text": "<span>{coverageCounts.not_configured} niet gekoppeld</span>"
+      },
+      {
+        "line": 6,
+        "path": "frontend/src/components/models/modelOptions.ts",
+        "text": "const configured = model.configured && model.status !== 'not_configured'"
+      },
+      {
+        "line": 1072,
+        "path": "frontend/src/types.ts",
+        "text": "export type CoverageStatus = 'operational' | 'partial' | 'not_configured' | 'unsupported'"
+      },
+      {
+        "line": 40,
+        "path": "scripts/run_accuracy_phase1_baseline.py",
+        "text": "\"not_configured\": re.compile(r\"\\bnot_configured\\b\", re.IGNORECASE),"
+      }
+    ],
+    "placeholder": [
+      {
+        "line": 36,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "model_id=\"yolo-placeholder\","
+      },
+      {
+        "line": 37,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "display_name=\"YOLO detector placeholder\","
+      },
+      {
+        "line": 92,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "model_id=\"segmentation-placeholder\","
+      },
+      {
+        "line": 93,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "display_name=\"Segmentation placeholder\","
+      },
+      {
+        "line": 94,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "framework=\"placeholder\","
+      },
+      {
+        "line": 99,
+        "path": "backend/app/services/model_registry_service.py",
+        "text": "limitation_message=\"Segmentation inference is not configured for this placeholder; no model is downloaded or executed.\","
+      },
+      {
+        "line": 187,
+        "path": "frontend/src/components/assistant/GeoAssistantPanel.tsx",
+        "text": "placeholder=\"Bijvoorbeeld: hoeveel bos verdween er sinds 2013?\""
+      },
+      {
+        "line": 246,
+        "path": "frontend/src/components/datasets/DatasetPanel.tsx",
+        "text": "placeholder=\"bijvoorbeeld eigen luchtbeeld\""
+      },
+      {
+        "line": 306,
+        "path": "frontend/src/components/datasets/DatasetPanel.tsx",
+        "text": "placeholder=\"Naam, bron, gemeente of type\""
+      },
+      {
+        "line": 276,
+        "path": "frontend/src/components/datasets/RasterControls.tsx",
+        "text": "placeholder=\"EPSG:31370\""
+      },
+      {
+        "line": 345,
+        "path": "frontend/src/components/datasets/RasterControls.tsx",
+        "text": "placeholder=\"optioneel\""
+      },
+      {
+        "line": 44,
+        "path": "frontend/src/components/detection/DetectionLab.tsx",
+        "text": "if (modelName === 'yolo-placeholder') return 'Niet-geconfigureerd gebouwmodel'"
+      },
+      {
+        "line": 516,
+        "path": "frontend/src/components/detection/DetectionLab.tsx",
+        "text": "placeholder=\"Pad naar de aangemaakte beeldtegels\""
+      },
+      {
+        "line": 583,
+        "path": "frontend/src/components/detection/DetectionLab.tsx",
+        "text": "placeholder=\"0.50 0.25 0.15\""
+      },
+      {
+        "line": 715,
+        "path": "frontend/src/components/detection/DetectionLab.tsx",
+        "text": "placeholder=\"bijvoorbeeld gebouw\""
+      },
+      {
+        "line": 28,
+        "path": "frontend/src/components/detection/DetectionModelManagement.tsx",
+        "text": "if (model.model_id === 'yolo-placeholder') return 'Gebouwmodel nog niet geconfigureerd'"
+      },
+      {
+        "line": 402,
+        "path": "frontend/src/components/exports/ExportCenter.tsx",
+        "text": "placeholder=\"Type, id of pad\""
+      },
+      {
+        "line": 2312,
+        "path": "frontend/src/components/map/MapWorkspace.tsx",
+        "text": "placeholder=\"Zoek thema’s\""
+      },
+      {
+        "line": 82,
+        "path": "frontend/src/components/map/MunicipalitySearch.tsx",
+        "text": "placeholder=\"Gemeentenaam of NIS-code\""
+      },
+      {
+        "line": 98,
+        "path": "frontend/src/components/project/AreaPanel.tsx",
+        "text": "placeholder=\"Naam van het gebied\""
+      },
+      {
+        "line": 106,
+        "path": "frontend/src/components/project/AreaPanel.tsx",
+        "text": "placeholder=\"EPSG:4326\""
+      },
+      {
+        "line": 142,
+        "path": "frontend/src/components/project/AreaPanel.tsx",
+        "text": "placeholder=\"Bijvoorbeeld Brussel, Namen of Noordzee\""
+      },
+      {
+        "line": 119,
+        "path": "frontend/src/components/project/ProjectPanel.tsx",
+        "text": "placeholder=\"Naam van de werkruimte\""
+      },
+      {
+        "line": 127,
+        "path": "frontend/src/components/project/ProjectPanel.tsx",
+        "text": "placeholder=\"Korte beschrijving\""
+      },
+      {
+        "line": 135,
+        "path": "frontend/src/components/project/ProjectPanel.tsx",
+        "text": "placeholder=\"Regio\""
+      }
+    ],
+    "todo": [
+      {
+        "line": 23,
+        "path": "scripts/codex_pass_end_check.sh",
+        "text": "\"TODO: implement later\\|placeholder only\\|fake completed\" \\"
+      },
+      {
+        "line": 6,
+        "path": "scripts/contract_drift_grep.sh",
+        "text": "if grep -R \"TODO: decide\\|TBD\\|placeholder only\\|fake real\" -n docs contracts backend frontend prompts 2>/dev/null; then"
+      }
+    ]
+  },
+  "interpretation": "Triage signals only; production impact requires a traced contract/runtime path."
+}
diff --git a/artifacts/evidence/accuracy/P1/tower-gpu-inference-smoke.json b/artifacts/evidence/accuracy/P1/tower-gpu-inference-smoke.json
index ea17c047..396035ce 100644
--- a/artifacts/evidence/accuracy/P1/tower-gpu-inference-smoke.json
+++ b/artifacts/evidence/accuracy/P1/tower-gpu-inference-smoke.json
@@ -1,215 +1,215 @@
-{
-  "captured_at": "2026-08-01T18:13:54.6553+02:00",
-  "claim_boundary": "One production-adapter inference completed on one existing tile. No accuracy, calibration, geographic-generalization, or release claim follows from this smoke.",
-  "configuration": {
-    "confidence": 0.5,
-    "deterministic_algorithms": true,
-    "device": "cuda:0",
-    "image_size": 640,
-    "max_detections": 1000,
-    "seed": 20260801
-  },
-  "input": {
-    "manifest_path": "/app/storage/tiles/cb80638d-dbef-48ac-b19c-cec7c3efc96e/ae0ff76d-70c0-404f-b777-54d14517179a/b191c968-7d56-4e0d-afbb-8b5baaa62470/manifest.json",
-    "manifest_sha256": "6ab8a96bf2a1405e224932afb90255311a09bbeaed4e9a2fdcdf8b1bc2230abd",
-    "raster": {
-      "available": true,
-      "bounds": [
-        193277.53584918313,
-        205708.27443503588,
-        193777.53584918313,
-        206208.27443503588
-      ],
-      "count": 3,
-      "crs": "EPSG:31370",
-      "dtypes": [
-        "uint8",
-        "uint8",
-        "uint8"
-      ],
-      "height": 512,
-      "nodata": null,
-      "transform": [
-        0.9765625,
-        0.0,
-        193277.53584918313,
-        0.0,
-        -0.9765625,
-        206208.27443503588,
-        0.0,
-        0.0,
-        1.0
-      ],
-      "width": 512
-    },
-    "tile_path": "/app/storage/tiles/cb80638d-dbef-48ac-b19c-cec7c3efc96e/ae0ff76d-70c0-404f-b777-54d14517179a/b191c968-7d56-4e0d-afbb-8b5baaa62470/tile_0000.tif",
-    "tile_sha256": "134a9e86850c92c577c73bc6ee57a9df7d4c1c513ae6450263e800b6dd47b6ee",
-    "tile_size_bytes": 669227
-  },
-  "model": {
-    "path": "/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt",
-    "sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
-    "size_bytes": 22516074
-  },
-  "output": {
-    "class_counts": {
-      "building": 17
-    },
-    "confidence": {
-      "maximum": 0.8144345879554749,
-      "mean": 0.5594814244438621,
-      "minimum": 0.5008771419525146
-    },
-    "count": 17,
-    "sample": [
-      {
-        "bbox": [
-          125.5418930053711,
-          157.9995880126953,
-          187.2771453857422,
-          232.72903442382812
-        ],
-        "class_name": "building",
-        "confidence": 0.8144345879554749,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          38.20725631713867,
-          487.8446350097656,
-          56.458614349365234,
-          510.8298034667969
-        ],
-        "class_name": "building",
-        "confidence": 0.6531882286071777,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          177.36990356445312,
-          229.9929656982422,
-          248.5861053466797,
-          267.96173095703125
-        ],
-        "class_name": "building",
-        "confidence": 0.6213690638542175,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          367.4935607910156,
-          474.3263244628906,
-          407.673828125,
-          498.2358093261719
-        ],
-        "class_name": "building",
-        "confidence": 0.6148342490196228,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          435.2783203125,
-          131.2145233154297,
-          453.61016845703125,
-          166.76919555664062
-        ],
-        "class_name": "building",
-        "confidence": 0.5637134313583374,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          407.32525634765625,
-          317.380126953125,
-          416.885009765625,
-          326.8919982910156
-        ],
-        "class_name": "building",
-        "confidence": 0.547556459903717,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          395.66558837890625,
-          356.8952331542969,
-          413.51416015625,
-          377.1672668457031
-        ],
-        "class_name": "building",
-        "confidence": 0.5378748774528503,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          394.0309143066406,
-          143.1604461669922,
-          408.4023132324219,
-          167.8805389404297
-        ],
-        "class_name": "building",
-        "confidence": 0.5360639095306396,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          125.3250503540039,
-          56.1500358581543,
-          157.87998962402344,
-          68.70291900634766
-        ],
-        "class_name": "building",
-        "confidence": 0.5342658162117004,
-        "properties": {
-          "class_id": 0
-        }
-      },
-      {
-        "bbox": [
-          213.7998504638672,
-          77.86518859863281,
-          230.8061065673828,
-          90.1888198852539
-        ],
-        "class_name": "building",
-        "confidence": 0.5319290161132812,
-        "properties": {
-          "class_id": 0
-        }
-      }
-    ]
-  },
-  "read_only": true,
-  "runtime": {
-    "cuda_available": true,
-    "cuda_device_index": 0,
-    "cuda_device_name": "NVIDIA GeForce RTX 4080 SUPER",
-    "cuda_peak_memory_bytes": 82307072,
-    "cuda_runtime": "12.8",
-    "python": "3.11.2 (main, May 12 2026, 05:17:27) [GCC 12.2.0]",
-    "torch": "2.11.0+cu128",
-    "ultralytics": "8.4.99"
-  },
-  "schema_version": 1,
-  "status": "passed",
-  "timing_seconds": {
-    "inference": 0.8836944859940559,
-    "model_load": 0.48524460900807753,
-    "total": 1.3689390950021334
-  }
-}
+{
+  "captured_at": "2026-08-01T18:13:54.6553+02:00",
+  "claim_boundary": "One production-adapter inference completed on one existing tile. No accuracy, calibration, geographic-generalization, or release claim follows from this smoke.",
+  "configuration": {
+    "confidence": 0.5,
+    "deterministic_algorithms": true,
+    "device": "cuda:0",
+    "image_size": 640,
+    "max_detections": 1000,
+    "seed": 20260801
+  },
+  "input": {
+    "manifest_path": "/app/storage/tiles/cb80638d-dbef-48ac-b19c-cec7c3efc96e/ae0ff76d-70c0-404f-b777-54d14517179a/b191c968-7d56-4e0d-afbb-8b5baaa62470/manifest.json",
+    "manifest_sha256": "6ab8a96bf2a1405e224932afb90255311a09bbeaed4e9a2fdcdf8b1bc2230abd",
+    "raster": {
+      "available": true,
+      "bounds": [
+        193277.53584918313,
+        205708.27443503588,
+        193777.53584918313,
+        206208.27443503588
+      ],
+      "count": 3,
+      "crs": "EPSG:31370",
+      "dtypes": [
+        "uint8",
+        "uint8",
+        "uint8"
+      ],
+      "height": 512,
+      "nodata": null,
+      "transform": [
+        0.9765625,
+        0.0,
+        193277.53584918313,
+        0.0,
+        -0.9765625,
+        206208.27443503588,
+        0.0,
+        0.0,
+        1.0
+      ],
+      "width": 512
+    },
+    "tile_path": "/app/storage/tiles/cb80638d-dbef-48ac-b19c-cec7c3efc96e/ae0ff76d-70c0-404f-b777-54d14517179a/b191c968-7d56-4e0d-afbb-8b5baaa62470/tile_0000.tif",
+    "tile_sha256": "134a9e86850c92c577c73bc6ee57a9df7d4c1c513ae6450263e800b6dd47b6ee",
+    "tile_size_bytes": 669227
+  },
+  "model": {
+    "path": "/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt",
+    "sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
+    "size_bytes": 22516074
+  },
+  "output": {
+    "class_counts": {
+      "building": 17
+    },
+    "confidence": {
+      "maximum": 0.8144345879554749,
+      "mean": 0.5594814244438621,
+      "minimum": 0.5008771419525146
+    },
+    "count": 17,
+    "sample": [
+      {
+        "bbox": [
+          125.5418930053711,
+          157.9995880126953,
+          187.2771453857422,
+          232.72903442382812
+        ],
+        "class_name": "building",
+        "confidence": 0.8144345879554749,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          38.20725631713867,
+          487.8446350097656,
+          56.458614349365234,
+          510.8298034667969
+        ],
+        "class_name": "building",
+        "confidence": 0.6531882286071777,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          177.36990356445312,
+          229.9929656982422,
+          248.5861053466797,
+          267.96173095703125
+        ],
+        "class_name": "building",
+        "confidence": 0.6213690638542175,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          367.4935607910156,
+          474.3263244628906,
+          407.673828125,
+          498.2358093261719
+        ],
+        "class_name": "building",
+        "confidence": 0.6148342490196228,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          435.2783203125,
+          131.2145233154297,
+          453.61016845703125,
+          166.76919555664062
+        ],
+        "class_name": "building",
+        "confidence": 0.5637134313583374,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          407.32525634765625,
+          317.380126953125,
+          416.885009765625,
+          326.8919982910156
+        ],
+        "class_name": "building",
+        "confidence": 0.547556459903717,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          395.66558837890625,
+          356.8952331542969,
+          413.51416015625,
+          377.1672668457031
+        ],
+        "class_name": "building",
+        "confidence": 0.5378748774528503,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          394.0309143066406,
+          143.1604461669922,
+          408.4023132324219,
+          167.8805389404297
+        ],
+        "class_name": "building",
+        "confidence": 0.5360639095306396,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          125.3250503540039,
+          56.1500358581543,
+          157.87998962402344,
+          68.70291900634766
+        ],
+        "class_name": "building",
+        "confidence": 0.5342658162117004,
+        "properties": {
+          "class_id": 0
+        }
+      },
+      {
+        "bbox": [
+          213.7998504638672,
+          77.86518859863281,
+          230.8061065673828,
+          90.1888198852539
+        ],
+        "class_name": "building",
+        "confidence": 0.5319290161132812,
+        "properties": {
+          "class_id": 0
+        }
+      }
+    ]
+  },
+  "read_only": true,
+  "runtime": {
+    "cuda_available": true,
+    "cuda_device_index": 0,
+    "cuda_device_name": "NVIDIA GeForce RTX 4080 SUPER",
+    "cuda_peak_memory_bytes": 82307072,
+    "cuda_runtime": "12.8",
+    "python": "3.11.2 (main, May 12 2026, 05:17:27) [GCC 12.2.0]",
+    "torch": "2.11.0+cu128",
+    "ultralytics": "8.4.99"
+  },
+  "schema_version": 1,
+  "status": "passed",
+  "timing_seconds": {
+    "inference": 0.8836944859940559,
+    "model_load": 0.48524460900807753,
+    "total": 1.3689390950021334
+  }
+}
diff --git a/artifacts/evidence/accuracy/P1/tower-key-artifact-hashes.json b/artifacts/evidence/accuracy/P1/tower-key-artifact-hashes.json
index 4aa3b95f..c54a9427 100644
--- a/artifacts/evidence/accuracy/P1/tower-key-artifact-hashes.json
+++ b/artifacts/evidence/accuracy/P1/tower-key-artifact-hashes.json
@@ -1,25 +1,25 @@
-{
-  "schema_version": 1,
-  "captured_at": "2026-08-01T18:46:19.288288+02:00",
-  "read_only": true,
-  "artifacts": [
-    {
-      "path": "/app/storage/training/building-be-v62-v58-flanders-balanced-transfer-r1/runs/flanders/weights/best.pt",
-      "exists": true,
-      "size_bytes": 456136473,
-      "sha256": "889ee5b3bfe722803542d15a53a51a716872cf0e8516da5e8291e0a2605adbdb"
-    },
-    {
-      "path": "/app/storage/training/building-be-v62-v58-flanders-balanced-transfer-r1/runs/flanders/weights/last.pt",
-      "exists": true,
-      "size_bytes": 456136985,
-      "sha256": "08d12061f017c45c123c824ffa043bc07794beef251c903299eb1e0954636c8b"
-    },
-    {
-      "path": "/app/storage/training/building-be-v56-rotated-quality-audit-r1/operator_yolo_dataset_quality_audit.json",
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-      "size_bytes": 153659,
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+  "read_only": true,
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diff --git a/artifacts/evidence/accuracy/P1/tower-ml-data-lineage-snapshot.json b/artifacts/evidence/accuracy/P1/tower-ml-data-lineage-snapshot.json
index 976a0063..aaea34bf 100644
--- a/artifacts/evidence/accuracy/P1/tower-ml-data-lineage-snapshot.json
+++ b/artifacts/evidence/accuracy/P1/tower-ml-data-lineage-snapshot.json
@@ -1,1733 +1,1733 @@
-{
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+          {
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+            "left_sample": "ixelles-dense-train",
+            "left_split": "train",
+            "right_sample": "saint-gilles-cal",
+            "right_split": "calibration"
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+          {
+            "distance_m": 1535.045551331911,
+            "left_sample": "brussels-canal-south-train-hard",
+            "left_split": "train",
+            "right_sample": "saint-gilles-cal",
+            "right_split": "calibration"
+          },
+          {
+            "distance_m": 1535.2741745730666,
+            "left_sample": "delta-rail-train-hard",
+            "left_split": "train",
+            "right_sample": "brussels-park-cal",
+            "right_split": "calibration"
+          },
+          {
+            "distance_m": 1623.1790568355136,
+            "left_sample": "laeken-mixed-train",
+            "left_split": "train",
+            "right_sample": "brussels-canal-cal",
+            "right_split": "calibration"
+          },
+          {
+            "distance_m": 1623.2684811114318,
+            "left_sample": "molenbeek-val",
+            "left_split": "val",
+            "right_sample": "brussels-canal-cal",
+            "right_split": "calibration"
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+          {
+            "distance_m": 1623.6121947442375,
+            "left_sample": "saint-gilles-cal",
+            "left_split": "calibration",
+            "right_sample": "brussels-rail-test",
+            "right_split": "test"
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+          {
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+            "left_sample": "brussels-center-train",
+            "left_split": "train",
+            "right_sample": "molenbeek-val",
+            "right_split": "val"
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+        "cross_split_pair_count": 4833,
+        "crs": "EPSG:31370",
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+        "pairs_below_2000_m": 24,
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+  },
+  "v58": {
+    "calibration": {
+      "claim_boundary": "This is calibration-split, tile-level bbox evidence; it is not a protected-test, unique-building or national release result.",
+      "inference_imgsz": 640,
+      "match_iou": 0.5,
+      "model": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/runs/national/weights/best.pt",
+      "modified_at": "2026-07-30T02:24:34.422968+02:00",
+      "path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-015/calibration.json",
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+      "summary": "/app/storage/operator-data/building-be-v56-hard-negative-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json",
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+  "v62": {
+    "calibration": {
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+      "inference_imgsz": 640,
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+      "model": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/runs/national/weights/best.pt",
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+          "flanders": {
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+            "true_positive": 975
+          }
+        },
+        "threshold": 0.15
+      },
+      "tile_count": 144
+    }
+  },
+  "v66": {
+    "manifest": {
+      "background_test_samples": [],
+      "context_counts": {
+        "detached-lowrise": 2,
+        "rural-lowrise": 1
+      },
+      "cross_split_raster_dataset_id_duplicate_count": 0,
+      "dataset_version": "building-be-v66-lowrise-temporal-r1",
+      "exact_cross_split_raster_hash_duplicate_count": 0,
+      "immutable": true,
+      "modified_at": "2026-07-30T04:32:11.684242+02:00",
+      "path": "/app/storage/operator-data/building-be-v66-lowrise-temporal-r1/operator_samples_manifest.json",
+      "perceptual_duplicate_screen": {
+        "algorithm": "64-bit difference hash over 9x8 grayscale resize",
+        "claim_boundary": "This bounded perceptual screen is not semantic, instance-level or flight-strip deduplication and cannot establish split independence.",
+        "cross_split_pair_count": 0,
+        "failures": [],
+        "minimum_hamming_distance": null,
+        "pairs_at_or_below_4": [],
+        "screened_raster_count": 3
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+      "pure_empty_background_by_region": {},
+      "pure_empty_background_count": 0,
+      "region_split_counts": {
+        "flanders/train": 3
+      },
+      "sample_count": 3,
+      "sample_role_counts": {
+        "positive": 3
+      },
+      "schema_version": 1,
+      "sha256": "d861da48aca40121e158e6ab243a6ccbe53e14d500a186af64b620f612935b07",
+      "size_bytes": 3678,
+      "spatial_independence": {
+        "available": true,
+        "claim_boundary": "AOI bounding-box distance is a screening check only; it does not prove municipality, flight-strip, building-instance or imagery independence.",
+        "closest_pairs": [],
+        "cross_split_pair_count": 0,
+        "crs": "EPSG:31370",
+        "minimum_distance_m": null,
+        "pairs_below_2000_m": 0,
+        "pairs_below_64_m": 0
+      }
+    }
+  }
+}
diff --git a/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot-detailed.json b/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot-detailed.json
index 6ef7b408..d3d5f206 100644
--- a/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot-detailed.json
+++ b/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot-detailed.json
@@ -1,503 +1,503 @@
-{
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-    "validation_scope_enforced": "true"
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-            "populated": 387,
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+    "version": "PostgreSQL 16.14 (Debian 16.14-1.pgdg12+1) on x86_64-pc-linux-gnu, compiled by gcc (Debian 12.2.0-14+deb12u1) 12.2.0, 64-bit"
+  },
+  "generated_at": "2026-08-01T16:06:01.768127+00:00",
+  "mode": "read_only",
+  "runtime": {
+    "cuda": {
+      "available": true,
+      "device_count": 1,
+      "device_names": [
+        "NVIDIA GeForce RTX 4080 SUPER"
+      ],
+      "runtime_version": "12.8"
+    },
+    "packages": {
+      "fastapi": "0.139.2",
+      "geoalchemy2": "0.20.0",
+      "geointel-backend": "0.1.0",
+      "geopandas": "1.1.4",
+      "pyproj": "3.7.2",
+      "rasterio": "1.4.4",
+      "shapely": "2.1.2",
+      "sqlalchemy": "2.0.51",
+      "torch": "2.11.0+cu128",
+      "torchvision": "0.26.0+cu128",
+      "ultralytics": "8.4.99"
+    },
+    "platform": "Linux-6.12.54-Unraid-x86_64-with-glibc2.36",
+    "python": "3.11.2"
+  },
+  "schema_version": 1,
+  "statement_timeout_ms": 30000,
+  "storage_references": {
+    "checked_count": 5816,
+    "missing_count": 0,
+    "missing_records": [],
+    "records_truncated": false,
+    "scope": "direct datasets, dataset_versions and exports storage_path columns"
+  },
+  "storage_root": "/app/storage"
+}
diff --git a/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot.json b/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot.json
index 268789a8..835b2158 100644
--- a/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot.json
+++ b/artifacts/evidence/accuracy/P1/tower-runtime-database-snapshot.json
@@ -1,397 +1,397 @@
-{
-  "active_model": {
-    "classes": "building",
-    "configured_path": "/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt",
-    "device": "cuda:0",
-    "exists": true,
-    "model_id": "yolo-configured",
-    "model_version": "",
-    "require_cuda": "true",
-    "sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
-    "size_bytes": 22516074,
-    "validated_area_names": "Mol,Kempen",
-    "validation_scope_enforced": "true"
-  },
-  "database": {
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-        "count": 2,
-        "status": "failed"
-      },
-      {
-        "count": 1144,
-        "status": "success"
-      }
-    ],
-    "confidence_integrity": [
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-        "segmentations_outside_unit_interval": 0
-      }
-    ],
-    "dataset_lineage_gaps": [
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-        "missing_crs": 0,
-        "missing_imported_at": 0,
-        "missing_observed_at": 2377,
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-        "status": "ready"
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-        "missing_source_metadata": 0,
-        "missing_storage_path": 0,
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-      }
-    ],
-    "geometry_integrity": {
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-            "populated": 387,
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-        "status": "ok"
-      },
-      "detections": {
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-            "invalid": 0,
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-            "populated": 299233,
-            "wrong_srid": 0
-          }
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-        "status": "ok"
-      },
-      "segmentations": {
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-            "wrong_srid": 0
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-        ],
-        "status": "ok"
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-      "vector_features": {
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-          {
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-            "invalid": 0,
-            "outside_epsg4326_domain": 0,
-            "populated": 6689447,
-            "wrong_srid": 0
-          }
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-        "status": "ok"
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-        "status": "failed"
-      },
-      {
-        "count": 4325,
-        "status": "success"
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-        "null_values": 0,
-        "total": 697
-      },
-      {
-        "metric_key": "mean_iou",
-        "null_values": 90,
-        "total": 697
-      },
-      {
-        "metric_key": "precision",
-        "null_values": 58,
-        "total": 697
-      },
-      {
-        "metric_key": "recall",
-        "null_values": 1,
-        "total": 697
-      }
-    ],
-    "migration_heads": [
-      "202607260001"
-    ],
-    "model_run_summary": [
-      {
-        "analysis_type": "detection",
-        "count": 1144,
-        "model_name": "yolo-configured",
-        "model_version": "",
-        "status": "success"
-      },
-      {
-        "analysis_type": "detection",
-        "count": 2,
-        "model_name": "yolo-configured",
-        "model_version": "",
-        "status": "failed"
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-        "source_name": "manual",
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-      "detection_reviews": 0,
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-  "generated_at": "2026-08-01T16:03:11.003029+00:00",
-  "mode": "read_only",
-  "runtime": {
-    "cuda": {
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-      "device_count": 1,
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-    "scope": "direct datasets, dataset_versions and exports storage_path columns"
-  },
-  "storage_root": "/app/storage"
-}
+{
+  "active_model": {
+    "classes": "building",
+    "configured_path": "/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt",
+    "device": "cuda:0",
+    "exists": true,
+    "model_id": "yolo-configured",
+    "model_version": "",
+    "require_cuda": "true",
+    "sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
+    "size_bytes": 22516074,
+    "validated_area_names": "Mol,Kempen",
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