Add detection quality matrix
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# Changelog
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## Sprint 126 Detection quality matrix tooling (2026-07-07)
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- Added `scripts/run_detection_quality_matrix.sh` to compare local model assets, raster tile sizes, tile overlaps and confidence thresholds through the existing real-data detection + QA workflow.
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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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## Sprint 125 Detection calibration evidence bundle (2026-07-07)
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- Added `scripts/export_detection_calibration_evidence.sh` to export persisted QA evidence from a detection calibration summary.
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