Add detection quality matrix

backend/tests/test_sprint126_detection_quality_matrix.py

@@ -0,0 +1,36 @@
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[2]
+
+
+def test_detection_quality_matrix_compares_models_tiles_and_thresholds() -> None:
+    script_path = ROOT / "scripts" / "run_detection_quality_matrix.sh"
+    readiness = (ROOT / "scripts" / "run_readiness_check.sh").read_text(encoding="utf-8")
+
+    assert script_path.exists()
+    script = script_path.read_text(encoding="utf-8")
+
+    assert "bash -n scripts/run_detection_quality_matrix.sh" in readiness
+    assert "verify_real_data_detection_qa_workflow.sh" in script
+    assert "QUALITY_MODEL_ASSET_IDS" in script
+    assert "QUALITY_TILE_SIZES" in script
+    assert "QUALITY_TILE_OVERLAPS" in script
+    assert "QUALITY_THRESHOLDS" in script
+    assert "REAL_MODEL_ASSET_ID" in script
+    assert "REAL_TILE_SIZE" in script
+    assert "REAL_TILE_OVERLAP" in script
+    assert "REAL_CONFIDENCE_THRESHOLD" in script
+    assert "REAL_RASTER_PATH" in script
+    assert "REAL_REFERENCE_VECTOR_PATH" in script
+    assert "/api/v1/projects/${project_id}/quality-checks" in script
+    assert "quality_matrix_summary.json" in script
+    assert "best_by_score" in script
+    assert "best_by_recall" in script
+    assert "best_by_precision" in script
+    assert "quality_score" in script
+    assert "false_positives" in script
+    assert "false_negatives" in script
+    assert "demo/workflow" not in script
+    assert "fixture_mode" not in script
+    assert "will_download_models" not in script