Integrity report for Hyperoptimisation algorithm for the next generation of PDF determinations: ensemble regression with an unbiased selection model

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

arXiv:2605.31482 · pith:2026:OVU7WUG2QQPFLLS34V7345MIHM

0Critical

0Advisory

6Detectors run

2026-06-04Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-04 14:09:01.599892+00:00

external_links completed v1.0.0 · findings 0 · 2026-06-01 23:32:02.637204+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-06-01 13:50:16.339832+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-01 05:50:48.517909+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-01 04:25:41.580588+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-01 02:35:04.552508+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/OVU7WUG2/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.