Integrity report for Second Guess: Detecting Uncertainty Through Abstention and Answer Stability in Small Language Models

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

arXiv:2605.25394 · pith:2026:F5U4QZYLBATHM5NWVQ3PRK7JIS

0Critical

0Advisory

4Detectors run

2026-05-31Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-31 13:26:46.174699+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-26 19:50:18.374366+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-26 13:53:30.191007+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-26 03:34:04.663373+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/F5U4QZYL/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.