Pith. sign in

Paper Integrity Record · LEDGER

Safety-Aware Cascaded Inference for Crop Damage Assessment with Controlled Error Trade-offs

As of 11 August 2026, Pith completed 5 of 8 listed checks against arXiv:2607.25468. The completed checks produced 11 public findings within their stated scope. 3 checks were skipped and produced no result.

This is a record of named checks, not a clean-status claim or a paper verdict.

pith.integrity.v1
2607.25468 v2
pith:2026:5DCNS75A2WFM2NV4CQCKNL2D6S

Coverage vector

completed 5 of 8 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 3 of 8 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

ai_meta_artifact

skipped

v1.0.0, observed 2026-08-11 00:08:45.133668+00:00

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

doi_title_agreement

completed

v1.0.0, observed 2026-08-05 19:39:14.557328+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Checked 1 reference.

doi_compliance

completed

v1.1.0, observed 2026-08-04 03:10:14.286161+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 42 references. Recorded 11 findings from this run.

claim_evidence

completed

v1.0.0, observed 2026-08-04 00:28:16.734747+00:00

Scope
Recorded paper claims checked for the evidence artifacts they name.
Completed surface
Completed within the stated scope.

citation_quote_validity

skipped

v0.1.0, observed 2026-07-29 19:50:55.631498+00:00

Scope
Specific factual attributions checked against cited-paper text available in Pith.
Reason
Paper body text was unavailable.

cited_work_retraction

completed

v1.0.0, observed 2026-07-29 18:21:14.896708+00:00

Scope
Cited references checked for source-reported retractions or expressions of concern.
Completed surface
Completed within the stated scope.

ai_meta_artifact

skipped

v1.0.0, observed 2026-07-29 02:52:31.156240+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 2026-07-29 02:13:22.089800+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.