Initial GeoIntel V1 foundation

2026-06-16 23:36:32 +02:00
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+# Codex Module Contract — QA/QC Foundation
+
+Build deterministic QA/QC using fixture GeoJSON files before real AI integration.
+
+## Input
+
+- predicted polygon layer
+- reference polygon layer
+- IoU threshold, default 0.5
+
+## Required Metrics
+
+- true positives
+- false positives
+- false negatives
+- precision
+- recall
+- f1
+- mean_iou for matched pairs
+
+## Required Outputs
+
+- summary metrics JSON
+- matched pairs list
+- false positives GeoJSON
+- false negatives GeoJSON
+
+## Required Backend
+
+- QA service with pure functions
+- API endpoint to run QA for two stored layers or fixture mode
+- persisted quality_check record
+
+## Required Frontend
+
+- QA run form
+- threshold input
+- metrics cards
+- map layers for FP/FN
+- explanation of IoU threshold
+
+## Required Tests
+
+- golden fixture test with deterministic counts
+- zero denominator test
+- invalid geometry test
+
+## Forbidden
+
+- presenting confidence as accuracy
+- changing IoU formula
+- computing area in EPSG:4326 degrees