Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
Stochastic Penalty-Barrier Methods for Constrained Machine Learning
As of 2 June 2026, Pith completed 6 of 7 listed checks against arXiv:2605.18618. The completed checks produced 3 public findings within their stated scope. 1 check was skipped and produced no result.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Skipped checks produced no result and say nothing about absence.
Listed checks
ai_meta_artifact
completedv1.0.0, observed 2026-06-02 00:42:14.080962+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Completed surface
- Checked 1 reference.
doi_title_agreement
completedv1.0.0, observed 2026-05-27 00:03:06.632929+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Checked 57 references.
claim_evidence
completedv1.0.0, observed 2026-05-25 23:43:56.807213+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
doi_compliance
completedv1.0.0, observed 2026-05-25 13:47:04.558870+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 11 references. Recorded 3 findings from this run.
cited_work_retraction
completedv1.0.0, observed 2026-05-20 23:52:18.533729+00:00
- Scope
- Cited references checked for source-reported retractions or expressions of concern.
- Completed surface
- Checked 9 references.
ai_meta_artifact
skippedv1.0.0, observed 2026-05-20 00:33:33.346585+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Reason
- Paper body text was unavailable.
claim_evidence
completedv1.0.0, observed 2026-05-20 00:01:59.226051+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
Observations
Methods and limits
Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.
- Only checks with status completed enter the claim sentence numerator.
- Findings appear only from completed checks and only within the scope printed for that check.
- Severity labels describe one observation row. They do not roll up into a paper judgment.