Integrity report for When to Answer and When to Defer: A Decision Framework for Reliable Code Predictions

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

arXiv:2605.19369 · pith:2026:3LCMPTRKHIGUKLWLAXNIK5PNSO

0Critical

0Advisory

6Detectors run

2026-05-24Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-24 07:32:29.036606+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-24 07:03:20.666188+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-24 05:40:49.030418+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-20 21:49:52.482750+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 14:23:04.571161+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 02:33:29.701724+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/3LCMPTRK/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.