| Rank | Candidate | Score | Risk | Export Ready | Next Tool | Feedback Tags | Contact Sheets |
|---|---|---|---|---|---|---|---|
| 1 | candidate-a | 100.0 | low | true | export_pipeline | none |  |
| 2 | candidate-b | 85.0 | medium | false | adjust_pipeline | too_noisy:high |  |
| Metric | Candidates | Min | Max | Mean |
|---|---|---|---|---|
| brightness_mean | 2 | 78.0000 | 128.0000 | 103.0000 |
| clipping_fraction | 2 | 0.0200 | 0.1800 | 0.1000 |
| Severity | Code | Count |
|---|---|---|
| medium | candidate_high_clipping | 1 |
| Decision | Candidate | Accepted | Score | Risk | Notes |
|---|---|---|---|---|---|
| decision-a | candidate-a | true | 100.0 | low | accepted snapshot fixture |