Harden detection result review

2026-07-13 13:31:43 +02:00
parent 6fe1bbd946
commit 4455e242c6
12 changed files with 795 additions and 22 deletions
@@ -352,6 +352,16 @@ remains available as a higher-precision legacy `0.15` choice. The older
 default-promotion blocker. Every production-like run still requires persisted
 QA/QC against suitable reference data.

+The persisted seven-AOI evidence for this profile contains 5,568 false
+positives among 13,613 candidate detections. The read-only audit command in
+`scripts/README.md` reports the largest review volumes in Turnhout, Herentals
+and Geel, a median false-positive geometry area of about 184.5 m2, and 25.8%
+tiny/small geometry below 100 m2. Current evidence does not include
+per-detection confidence, so model-review reports must retain confidence
+coverage as zero rather than treating threshold `0.15` as an observed score.
+Combined false-positive GeoJSON is evidence for operator review only; a feature
+must be visually confirmed before it is used as a hard-negative label.
+
 To update a Tower/Unraid `.env` from a promoted report, use the guarded
 activation helper. It validates the exact report candidate key, verifies that
 the candidate has `promotion_status=promote_candidate`, resolves the local model