# Acceptance Matrix

## Foundation

Accepted when:

- Backend starts.
- Frontend starts.
- Database connects.
- Health endpoint works.
- Environment variables are documented.

## Dataset Manager

Accepted when:

- Datasets can be registered and listed.
- Upload status is persisted.
- Metadata extraction is visible.
- Unsupported files are rejected cleanly.

## Map Workbench

Accepted when:

- Areas can be displayed as GeoJSON.
- Layers can be toggled.
- Selected features show metadata.

## Raster Lab

Accepted when:

- Raster metadata is extracted.
- Raster bounds are shown.
- Clip job can be queued.
- Raster artifacts are stored predictably.

## Vector Lab

Accepted when:

- GeoJSON fixture imports.
- Clip/intersection operation works.
- Area/length metrics are correct.

## Detection Lab

Accepted when:

- Detection run can be created.
- Results are stored as geospatial features.
- Confidence threshold is respected.
- GeoJSON export works.

## QA/QC Lab

Accepted when:

- Prediction/reference matching works.
- Precision/recall/F1/IoU are calculated.
- False positives and false negatives are visible.