Module 19: Peer Review and Scientific Ethics

Teaching Deck

Learning Objectives

• Evaluate connectomics manuscripts for methodological and interpretive rigor
• Identify ethics risks in data handling, authorship, and reporting
• Draft constructive, technically specific peer-review feedback
• Make transparent integrity decisions in ambiguous collaboration scenarios

Session Outcomes

• Learners can complete the module capability target.
• Learners can produce one evidence-backed artifact.
• Learners can state one limitation or uncertainty.

Agenda (60 min)

• 0-10 min: Frame and model
• 10-35 min: Guided practice
• 35-50 min: Debrief and misconception correction
• 50-60 min: Competency check + exit ticket

Capability Target

Produce a technically rigorous manuscript review and an ethics-risk decision memo for a connectomics study, including actionable recommendations and integrity safeguards.

Concept Focus

1) Technical peer review is an engineering audit

• Technical: reviews should test evidence-method alignment, not just narrative quality.
• Plain language: ask whether the methods can really support the claims.
• Misconception guardrail: “interesting result” is not a substitute for methodological soundness.

Core Workflow

• See module page for details.

60-Minute Run-of-Show

• See module page for details.

Misconceptions to Watch

• Misconception guardrail: “interesting result” is not a substitute for methodological soundness.
• Misconception guardrail: compliance checklists alone do not ensure good practice.
• Misconception guardrail: contribution volume alone does not define authorship role.

Studio Activity

Activity Output Checklist

• Evidence-linked artifact submitted.
• At least one limitation or uncertainty stated.
• Revision point captured from feedback.

Assessment Rubric

• Minimum pass
• Review comments are specific and evidence-linked.
• Ethics risks are identified with concrete mitigations.
• Recommendation is consistent with documented findings.
• Strong performance
• Distinguishes fixable technical issues from fundamental validity failures.
• Balances rigor with constructive tone and practical revision advice.
• Uses transparent criteria for authorship/integrity judgments.
• Common failure modes
• Generic critique with no evidence references.
• Ethics discussion disconnected from actual workflow practices.
• Inconsistent recommendation versus identified risks.

Exit Ticket

Choose a connectomics abstract and produce:

1. one high-priority methods concern,
2. one interpretation concern,
3. one ethics/integrity concern,
4. one actionable revision request for each.

References (Instructor)

• COPE Core Practices.
• ICMJE authorship recommendations.
• FAIR principles (Wilkinson et al., 2016).

Teaching Materials

• Module page: /modules/module19/
• Slide page: /modules/slides/module19/
• Worksheet: /assets/worksheets/module19/module19-activity.md