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