Use split background reports in promotion gate
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# Changelog
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## Sprint 158 Split-aware promotion report (2026-07-10)
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- Added `--background-split-summary` support to `scripts/build_detection_model_promotion_report.py`.
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- The promotion report now resolves the split summary's `pure_empty_negative` source as the strict default-promotion background gate and records `sparse_building_context` as review-only evidence.
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- Added regression coverage proving sparse-context detections do not block default promotion when the pure-empty gate passes.
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- No model default, backend API, database migration, provider fetching, fake detection output or model download behavior changed.
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## Sprint 157 Background split matrix runner (2026-07-10)
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- Added `scripts/run_background_corpus_split_matrix.sh` to run pure-empty and sparse-context hard-negative matrices separately from one operator command.
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