Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
Federated Learning for Object Detection: Enabling Collaborative Drone Learning Without Centralizing Data
As of 16 July 2026, Pith completed 4 of 4 listed checks against arXiv:2607.02636. The completed checks produced 1 public finding within their stated scope.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Listed checks
ai_meta_artifact
completedv1.0.0, observed 2026-07-16 23:55:53.405473+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Completed surface
- Checked 1 reference.
claim_evidence
completedv1.0.0, observed 2026-07-13 23:44:05.852897+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
doi_title_agreement
completedv1.0.0, observed 2026-07-13 11:32:20.315241+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Completed within the stated scope.
doi_compliance
completedv1.0.0, observed 2026-07-13 09:48:31.697783+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 4 references. Recorded 1 finding from this run.
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.