feat: add confidence-based quality filters to seed-videos.sh - #91
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Add filtering based on AI extraction confidence scores: - Location: skip below 0.6, allow 0.55+ if corroborated by street address - Non-accountability: skip if both amendments < 0.5 and participants < 0.8 - Video date: nullify dates with confidence < 0.5 Filters 32 of 452 entries (93% pass rate) from current dataset. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Closes #90
Adds confidence-based filtering to
seed-videos.shso entries with unreliable metadata are automatically skipped during loading. Uses the confidence scores already produced by the AI extraction pipeline (claude_extract.py).Filtering rules
Impact on current dataset (AP-after-2025-01-01)
Test plan
bcdependency (uses jq for all float comparisons — works on Windows Git Bash)🤖 Generated with Claude Code