Integrity report for Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues

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

arXiv:2605.15984 · pith:2026:UN5FDI2DAO7OZBQRRJMQAV7BIH

0Critical

0Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-20 19:01:27.228074+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-20 18:43:03.012112+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 17:02:07.650956+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 17:33:44.053823+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/UN5FDI2D/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.