Pith. sign in

Paper Integrity Record · LEDGER

Fine-tuning foundation models of materials interatomic potentials with frozen transfer learning

As of an unrecorded date, Pith completed 0 of 0 listed checks against arXiv:2502.15582. No listed check completed, so this record makes no findings claim.

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

pith.integrity.v1
2502.15582 v3
pith:2025:H5ZKP2FSV32ROZ5D4P77JEU5EH

Coverage vector

No checks are listed for this paper yet.

Listed checks

No checks are listed for this paper yet.

Observations

No checks are listed for this paper yet.

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.