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feat: Phase K K5 uncertainty quantification report schema -- honest prediction intervals for external reviewers - #817
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…rediction intervals for external reviewers
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Adds UncertaintyReportEntry dataclass and validate_uncertainty_report() to document prediction intervals, confidence levels, and calibration source for external lab reviewers. 33 tests. CLI uncertainty-report-check. v0.8.3. Completes Phase K.