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Paper Integrity Record · LEDGER

The Devil is in the Dark Pixels: Toward Brightness Bias-Robust Denoising

As of 3 August 2026, Pith completed 2 of 3 listed checks against arXiv:2607.16320. 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.

pith.integrity.v1
2607.16320 v1
pith:2026:OF2VXJVYOL7HJ3YHFKQS37OOJ7

Coverage vector

completed 2 of 3 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 1 of 3 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

doi_compliance

completed

v1.1.0, observed 2026-08-03 05:10:55.456546+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 14 references. Recorded 3 findings from this run.

ai_meta_artifact

skipped

v1.0.0, observed 2026-07-28 09:52:27.937479+00:00

Scope
Paper body text scanned for literal AI-assistant artifacts.
Reason
Paper body text was unavailable.

claim_evidence

completed

v1.0.0, observed 2026-07-22 21:49:22.780481+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.