H01 electron microscopy with object segmentation and original 2 µm scale bar NeuroTrailblazers · Module 02

Research Foundations and the Hidden Curriculum

Teaching Deck

Human cortex · H01
Object segmentation over electron microscopy

H01 release · Lichtman Lab / Harvard & Connectomics at Google · CC BY 4.0
Shapson-Coe et al. (2024) · doi:10.1126/science.adk4858

Module 02 · NeuroTrailblazers

Learning Objectives

  • Describe key hidden-curriculum norms in research settings
  • Navigate roles, expectations, and communication channels
  • Use dataset documentation to infer responsible analysis boundaries
  • Build a personal support/mentorship map
Module 02 · NeuroTrailblazers

Session Outcomes

  • Learners can complete the module capability target.
  • Learners can produce one evidence-backed artifact.
  • Learners can state one limitation or uncertainty.
Module 02 · NeuroTrailblazers

Capability Target

Create a personal research-navigation plan that includes role expectations, communication scripts, and mentor support pathways. Demonstrate understanding of research ethics norms specific to connectomics, including data attribution, responsible use of human tissue data, and collaborative proofreading etiquette.

Module 02 · NeuroTrailblazers

Concept Focus

1) The "hidden curriculum" of research

  • Technical: unwritten norms govern scientific research --- how to ask questions, how to admit uncertainty, how to give and receive feedback, how to navigate lab hierarchies. These norms vary by institution, lab, and PI, but common patterns exist: arrive at meetings prepared, version-control your work, attribute contributions explicitly, escalate problems early rather than late.
  • Plain language: there are rules nobody writes down but everyone is expected to follow.
Module 02 · NeuroTrailblazers

Concept Focus (continued)

  • Misconception: you will be taught everything you need to know.
  • In practice: Many critical skills (how to write a methods section, how to respond to a reviewer, how to push back on a senior colleague's suggestion) are learned by watching others, making mistakes, or asking directly.
Module 02 · NeuroTrailblazers

Core Workflow

  • Decode one research setting's unwritten rules.
  • Map roles and communication paths.
  • Practice help-seeking script.
  • Define personal support network.
  • Identify ethical considerations relevant to your dataset.
  • Draft attribution and collaboration norms for your team.
Module 02 · NeuroTrailblazers

Run of Show (90 min)

  • Block 1: Hidden curriculum reveal (00:00-15:00)
  • Block 2: Role and expectation mapping (15:00-30:00)
  • Block 3: Ethics in connectomics (30:00-45:00)
  • Block 4: Communication script workshop (45:00-65:00)
  • Block 5: Personal navigation plan (65:00-85:00)
  • Block 6: Exit ticket (85:00-90:00)
Module 02 · NeuroTrailblazers

Misconceptions to Watch

  • Misconception: you will be taught everything you need to know.
  • Misconception: if the data is publicly available, there are no ethical considerations.
  • Misconception: research is a solitary activity.
  • Misconception: good researchers do not make mistakes.
  • Misconception: scripted communication is inauthentic.
Module 02 · NeuroTrailblazers

Studio Activity

Scenario: Learners produce a one-page research navigation document that serves as a practical reference throughout the program. It is built in four parts: a norms inventory (15 minutes), communication scripts (20 minutes), a mentor and support map (15 minutes), and an ethics commitment (10 minutes).

Module 02 · NeuroTrailblazers

Activity Output Checklist

  • Evidence-linked artifact submitted.
  • At least one limitation or uncertainty stated.
  • Revision point captured from feedback.
Module 02 · NeuroTrailblazers

Assessment Rubric

  • Minimum: clear norms list, help-seeking plan, and at least one communication script.
  • Strong: realistic escalation paths, reflection on barriers, ethics commitment with specific practices, mentor map with backup contacts.
  • Failure: generic advice without actionable steps; no personalization to learner's own context.
Module 02 · NeuroTrailblazers

Exit Ticket

Draft one email requesting clarification on an unclear lab expectation. Then write a 2-sentence ethics commitment explaining how you will handle attribution in a collaborative proofreading project.

Module 02 · NeuroTrailblazers

References (Instructor)

  • Use module references listed on the module page.
Module 02 · NeuroTrailblazers

Teaching Materials

  • Module page: /modules/module02/
  • Session kit: /teaching/sessions/module02/
  • Worksheet: /assets/worksheets/module02/module02-activity.md
Module 02 · NeuroTrailblazers

Block 1: Hidden curriculum reveal (00:00-15:00) Instructor script: "Raise your hand if you have ever felt lost in a research setting --- not because the science was hard, but because you did not know the unwritten rules." (Expect most hands.) "Today we make those rules explicit." Present 5 hidden-curriculum scenarios (3 minutes each): You disagree with a senior lab member's interpretation at lab meeting. What do you do? You find a bug in shared analysis code. How do you report it? You need help but your mentor is busy. Who else can you ask? You are asked to proofread neurons outside your assigned region. Should you? A collaborator uses your annotation work in a paper without crediting you. How do you respond? For each scenario, collect 2-3 responses from learners, then present a recommended approach. Block 2: Role and expectation mapping (15:00-30:00) Instructor script: "Every research team has roles. Let's map them." Draw a role diagram on the board: PI, postdoc, graduate student, undergraduate, technician, proofreader, data manager. For each role, ask: "What does this person expect from you? What can you expect from them?" Learners fill in a role-expectation worksheet for their own research setting (or a hypothetical one). Discuss: where do expectations conflict? Where are they ambiguous? Block 3: Ethics in connectomics (30:00-45:00) Instructor script: "Connectomics data is not just pixels. It comes from real organisms, sometimes from human patients. Let's talk about what that means." Cover three ethics topics: Data provenance: every analysis should reference a specific dataset version. Show how CAVE materialization versions work. Attribution: the 287 FlyWire proofreaders were co-authors. Discuss what fair attribution looks like at scale. Human tissue: discuss IRB requirements, de-identification, and the responsibility that comes with working on data derived from surgical patients. Group discussion: "What ethical situation might you encounter in your work? How would you handle it?" Block 4: Communication script workshop (45:00-65:00) Instructor script: "We are going to practice the hardest part of research: talking to people." Distribute script templates for five common situations (asking for help, admitting uncertainty, giving feedback, receiving feedback, escalating problems). Learners customize scripts for their own context (10 min). Role-play in pairs: one person plays the mentor/colleague, the other practices the script (10 min, switch roles). Block 5: Personal navigation plan (65:00-85:00) Instructor script: "Now bring it all together. You are going to create a one-page document that you can actually use." Learners draft their "lab navigation playbook" including: Top 5 norms for their research setting. Role-expectation map for their team. Three communication scripts customized for their context. Mentor/support map: at least 3 people they can go to for different types of help. Ethical commitments: how they will handle attribution, data provenance, and error reporting. Block 6: Exit ticket (85:00-90:00) Submit: (1) your lab navigation playbook; (2) one reflection sentence on the most surprising hidden-curriculum norm you learned today. Instructor script: "Keep this playbook accessible. Revise it as you learn more about your research environment."