Reproducibility & Quality Checklist (executable)
A concise, actionable checklist covering documentation, data, code, protocols, environment capture, and validation steps to improve reproducibility.
- Protocol completeness
- Data accessibility and metadata presence
- Version-controlled analysis code
- Containerized environments or pinned dependencies
- Model cards & validation reports
- Pre-registration or experiment registry entry
Discussion
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