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Integrity report for Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data

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

arXiv:2606.05122 · pith:2026:YQCAPNL52FXP7VZR6FJ7UNXU5B

0Critical
0Advisory
6Detectors run
2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-05 03:09:13.982678+00:00
external_links completed v1.0.0 · findings 0 · 2026-06-04 17:32:04.730648+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-04 01:51:05.639735+00:00
shingle_duplication skipped v0.1.0 · findings 0 · 2026-06-04 01:50:31.423895+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-04 01:35:37.212687+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-04 01:27:14.162886+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/YQCAPNL52FXP7VZR6FJ7UNXU5B/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.