Integrity report for Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents?

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

arXiv:2605.19196 · pith:2026:7G2OAF3IBVN4BNW64S4DTRIGMV

0Critical

1Advisory

5Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 17:52:15.499883+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-20 10:31:23.193150+00:00

doi_compliance completed v1.0.0 · findings 1 · 2026-05-20 10:22:09.519074+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 02:42:00.443202+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 02:33:37.184207+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2605.19196/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.