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Integrity report for False Positives, False Negatives, and the Detection-Only Problem: A Hierarchical Model for Species Occurrence with Observation Error

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2606.26323 · pith:2026:JCGMP7KZWCNOV3U7FF3XQXDD6L

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Paper page arXiv integrity.json bundle.json

Detector runs

Findings

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Signed record

The machine-readable record for this paper lives at /pith/JCGMP7KZ/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.