Polish QA metric evidence cards
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# Changelog
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## Sprint 71 QA/QC metric card polish (2026-06-19)
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- Added core metric evidence cards for precision, recall, F1, mean IoU and false positive/negative counts.
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- Kept the raw persisted metric list available below the promoted metric evidence.
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- Added number formatting for compact metric display while preserving persisted metric values.
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- Added static regression coverage for metric promotion and responsive metric-card styles.
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- No API contracts, migrations, backend behavior, provider fetching or AI model behavior changed.
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## Sprint 70 QA/QC handoff polish (2026-06-19)
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- Added candidate/reference handoff cards to the QA/QC workspace.
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