Module 17: Scientific Writing for Connectomics

Teaching Deck

Learning Objectives

• Convert connectomics analyses into coherent claim-evidence writing
• Write figure legends that are reproducible and interpretation-safe
• Draft abstracts that distinguish result, uncertainty, and limitation
• Respond to reviewer critiques with technically grounded revisions

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 manuscript-ready results section (figures, legends, and claims) where each conclusion is traceable to explicit connectomics evidence and stated limitations.

Concept Focus

1) Claim-evidence mapping

• Technical: each claim should map to a figure panel, metric, and method reference.
• Plain language: no claim without visible evidence.
• Misconception guardrail: writing stronger language does not strengthen weak evidence.

Core Workflow

• See module page for details.

60-Minute Run-of-Show

• See module page for details.

Misconceptions to Watch

• Misconception guardrail: writing stronger language does not strengthen weak evidence.
• Misconception guardrail: uncertainty statements are not weakness; they are reproducibility signals.
• Misconception guardrail: defensive tone weakens technical credibility.

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
• Claims map to explicit evidence.
• Legends contain enough detail for interpretation.
• Reviewer responses are specific and technically grounded.
• Strong performance
• Clearly separates robust findings from tentative interpretations.
• Uses limitation language without weakening valid conclusions.
• Improves reproducibility via concrete method-detail additions.
• Common failure modes
• Narrative claims that cannot be traced to figures.
• Missing dataset/method versioning in captions.
• Reviewer replies that are persuasive but non-technical.

Exit Ticket

Write one results paragraph from a connectomics figure and include:

1. one quantitative claim,
2. one explicit caveat,
3. one sentence on reproducibility assumptions.

References (Instructor)

• Gopen and Swan (1990) - The science of scientific writing.
• White et al. (1986) - foundational connectome reporting style.
• Januszewski et al. (2018) - modern method reporting and performance framing.

Teaching Materials

• Module page: /modules/module17/
• Slide page: /modules/slides/module17/
• Worksheet: /assets/worksheets/module17/module17-activity.md