Model Cards for Model Reporting (2019)¶
Reference
Citation: Mitchell, M. et al. "Model Cards for Model Reporting." Proceedings of FAccT '19 (2019). Type: paper. Link: doi:10.1145/3287560.3287596.
What it is¶
A short structured document that reports a trained model's intended use, performance across conditions, and known limitations. It standardises how models are described to users and reviewers.
Role in the record¶
- Grounds BP05: structured model documentation.
Atom-level for/against detail and quotes are in the provenance data (assets/provenance.yml), keyed by practice atom.