Integrity report for Open-Weight LLMs Are Often Competitive with Commercial APIs for Political Science Text Classification

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

arXiv:2605.19275 · pith:2026:DZZSXEEW7HPDEZDAB754S4UEUI

0Critical

5Advisory

6Detectors run

2026-05-27Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-27 05:36:02.344166+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 16:03:01.454369+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 10:43:47.531059+00:00

doi_compliance completed v1.0.0 · findings 5 · 2026-05-25 03:55:58.223791+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-20 23:50:06.900791+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 16:22:12.506077+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/DZZSXEEW7HPDEZDAB754S4UEUI/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.