Method
Scientific AI Reproducibility Dossier Generator
What is missing from a scientific AI reproducibility dossier?
Field scoring contract
| Field | Type | Role | Direction | Scored |
|---|---|---|---|---|
| Task | text | context | context | no |
| Data provenance | select | evidence_signal | higher_is_better | yes |
| Code availability | select | evidence_signal | higher_is_better | yes |
| Executable environment | select | evidence_signal | higher_is_better | yes |
| Benchmark and split protocol | select | evidence_signal | higher_is_better | yes |
| Uncertainty and calibration | select | evidence_signal | higher_is_better | yes |
| Replay test / smoke test | select | evidence_signal | higher_is_better | yes |
Limits
- Preliminary output
- Human review required
- Not certification
- Context text is not averaged into numeric scores.
- Outputs require source/evidence review before decisions.