Add Mol false-negative visual review evidence

2026-07-13 20:22:53 +02:00
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 # Changelog

+## Sprint 179 Mol detection evidence diagnosis (2026-07-13)
+
+- Added a read-only, storage-confined false-negative contact-sheet renderer that projects persisted missed GRB geometries onto the exact source tile manifest recorded by the analysis run.
+- Added AOI/area-stratified review selection, nearby persisted candidate/reference overlays, explicit manual decision CSVs and separate GeoJSON evidence for references outside inference-tile coverage.
+- Added focused rendering, manifest-resolution, decision-default and path-confinement regression coverage plus all-in-one/readiness wiring.
+- Completed explicit Donk/Postel visual review: QA alignment dominated 37/48 false-positive and 27/48 false-negative samples; only 7 and 6 respectively were confirmed model errors.
+- Found 41 of 638 Donk/Postel false-negative evidence records outside all persisted inference tiles and kept coverage-adjusted recall as a diagnostic only; persisted QA metrics were not changed.
+- Recorded a NO-GO for immediate retraining. QA population clipping and box-to-footprint matching diagnostics are the required next pass.
+
 ## Sprint 178 Mol multi-zone operational validation (2026-07-13)

 - Added documented Mol center, Achterbos, Gompel, Donk and Postel operator zones with municipality and operational-zone provenance.