Integrity report for Self-Training Doesn't Flatten Language -- It Restructures It: Surface Markers Amplify While Deep Syntax Dies

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

arXiv:2605.20602 · pith:2026:PWMHEGTUBP4FRAP7JJCWL3ZABI

0Critical

0Advisory

6Detectors run

2026-05-22Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-22 06:01:52.265228+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-22 06:00:45.692041+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-22 05:02:41.921065+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-21 23:49:58.507957+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 15:57:30.578250+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-21 02:33:38.642850+00:00

Findings

No public integrity findings for this paper.

Signed record

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