Document detection quality matrix results
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- The script writes per-run logs and a `quality_matrix_summary.json` with detection count, QA score, precision, recall, F1, mean IoU, matches, false positives and false negatives.
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- The summary ranks `best_by_score`, `best_by_recall` and `best_by_precision` for operator model-quality decisions.
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- Added readiness syntax coverage and static regression coverage for the quality matrix contract.
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- Ran the matrix on Tower against the Geel operator sample: `yolov8n-building-segmentation-pt` with tile `512`, overlap `64` and threshold `0.15` ranked best by score/recall with 80 detections, 6 matches, 74 false positives, 611 false negatives and F1 `0.017216642754662843`; generic `yolov8n-pt` produced zero building detections.
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## Sprint 125 Detection calibration evidence bundle (2026-07-07)
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