Working paper demonstrates a framework that ensures accurate claim governance in biosignal inference, suggesting improved reproducibility.
This working paper describes ResonoTime’s claim governance layer: Locked Analysis Charters, a multi-level audit cascade, and a claim matrix with machine-readable governance verdicts (SUPPORTED_AND_POWER_VALIDATED, DESIGN_LIMITED_NON_SIGNIFICANCE, etc.). It demonstrates how statistical results, power analyses, and provenance bundles are combined to form a FAIR-compliant, auditable claim registry that systematically prevents semantic inflation and p-hacking.
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Kevin Junginger (2026) studied this question.
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