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Module 14 · Week 15 synthesis & peer review · Reproducibility & AI Audit · adaptive competency DV22

Stress-test reasonable specifications

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Begin by reconstructing the evidence lineage.

Module 14 · Step 5 of 9 · Independent12–15 min

Why this lab Stress-test reasonable specifications until the result stops holding.

Compare the complete-case mean, robust median, and trimmed mean. When a conclusion changes under defensible alternatives, sensitivity becomes part of the result—not a footnote to hide.

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AI-output audit

An assistant proposed a protocol for this module's analysis. Rule Accept, Modify, or Reject on each step — the audit record you build ships with your Evidence Studio packet.

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