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Interactive Lab
Practice in short loops: checkpoint quiz, microtask decision, and competency progress tracking.
Checkpoint Quiz
Microtask Decision
Choose the action that best improves scientific reliability.
Progress Tracker
State is saved locally in your browser for this module.
0% complete
Annotation Challenge
Click the hotspot with the strongest evidence for the requested feature.
Selected hotspot: none
Capability target
Submit a capstone portfolio that proves technical capability, communicates decision quality, and demonstrates iterative growth through feedback.
Why this module matters
A portfolio is often the strongest evidence of readiness for research opportunities. A good portfolio shows not only polished outputs, but also reasoning, revision, and integrity in how work was produced.
Concept set
1) Portfolio as evidence architecture
Technical: artifacts should be organized by competency claims, not chronology.
Plain language: group work by what it proves you can do.
Misconception guardrail: quantity of artifacts does not equal quality of evidence.
2) Reflection should be analytical
Technical: reflections should identify assumptions, failure modes, and changes made after feedback.
Plain language: explain how your thinking improved, not just what you did.
Misconception guardrail: self-praise without analysis is not reflective practice.
3) Feedback is part of final quality
Technical: major artifacts should include version history and revision rationale.
Plain language: show how critique changed your work.
Misconception guardrail: “final” version without revision trace is incomplete.
Hidden curriculum scaffold
Unspoken portfolio expectations:
reviewers look for evidence of independent judgment, not only completion.