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feat: Phase N N4 negative result record schema -- mandatory documentation of failed experiments to prevent publication bias - #831

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cschanhniem merged 1 commit into
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feat/n4-negative-result-record
Jul 9, 2026
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cschanhniem merged 1 commit into
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feat/n4-negative-result-record

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Implements NegativeResultEntry schema. 6 failure categories. Suppression warning. Systematic failure detection. Model overprediction triggers calibration warning. dry_lab_only=False for real lab data. 68 tests. CLI: openamp-foundry negative-result-check. Phase N N4 complete.

…tion of failed experiments to prevent publication bias
@cschanhniem
cschanhniem merged commit 955e01f into main Jul 9, 2026
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