Module 21 Activity Worksheet

Module

Module 21: Reproducibility and FAIR Principles in Connectomics

Capability Target

Publish a reproducibility-ready connectomics package (data + methods + metadata + limitations) that an external group can audit and reuse.

Studio Activity Instructions

Evidence and Reasoning Notes

• Claim:
• Evidence:
• Limitation:

Rubric Check

• Minimum pass
  • Core provenance fields are present and clear.
  • Re-run instructions are testable by peers.
  • Limitations and assumptions are explicit.
• Strong performance
  • Identifies hidden reproducibility norms and makes them explicit.
  • Anticipates downstream reuse failure points.
  • Produces concise, audit-friendly documentation.
• Common failure modes
  • Missing version identifiers for data/code.
  • Methods descriptions that omit key parameters.
  • “Reproducible in principle” claims without validation evidence.

Exit Prompt

Take one prior analysis output and add:

1. provenance metadata,
2. reproducibility instructions,
3. a 5-line limitations section.