Integrity report for Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning

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

arXiv:2606.01682 · pith:2026:D2YMP65HJUGGXBM5L7HDY5MXIR

0Critical

0Advisory

3Detectors run

2026-06-03Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-03 04:28:12.879741+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-02 16:56:22.229411+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-02 02:35:14.352626+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/D2YMP65H/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.