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972 B
972 B
Codex Module Contract — QA/QC Foundation
Build deterministic QA/QC using fixture GeoJSON files before real AI integration.
Input
- predicted polygon layer
- reference polygon layer
- IoU threshold, default 0.5
Required Metrics
- true positives
- false positives
- false negatives
- precision
- recall
- f1
- mean_iou for matched pairs
Required Outputs
- summary metrics JSON
- matched pairs list
- false positives GeoJSON
- false negatives GeoJSON
Required Backend
- QA service with pure functions
- API endpoint to run QA for two stored layers or fixture mode
- persisted quality_check record
Required Frontend
- QA run form
- threshold input
- metrics cards
- map layers for FP/FN
- explanation of IoU threshold
Required Tests
- golden fixture test with deterministic counts
- zero denominator test
- invalid geometry test
Forbidden
- presenting confidence as accuracy
- changing IoU formula
- computing area in EPSG:4326 degrees