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feat: Phase S S5 prediction quality trend report (PQT-) -- rolling precision trend, closes Phase S - #975
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…ecision trend over WHR outcomes; VALID_TREND_VERDICTS (4: improving/stable/degrading/insufficient_data); DEFAULT_ROLLING_WINDOW=5, DEFAULT_ALERT_THRESHOLD=0.1; degrading triggers alert; score_hit_correlation (Pearson r); build() auto-computes rolling precision, verdict, alert; dry_lab_only=True; closes Phase S; 55+ tests (#974)
cschanhniem
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… traceability + cross-batch audit, T1-T5) (#976) Co-authored-by: OpenCode <opencode@example.com>
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Implements S5 from NEXT_100_PR_MAP — closes Phase S (score transparency and external credibility). PQT- schema: VALID_TREND_VERDICTS (4), rolling precision window, Pearson correlation, degradation alerts; 72 tests. BASELINE: 9467→9530.