Machine contribution statement

This work lists 2 machine contributors.

Machine contributors are recorded on the work, not on a single version. Names and roles are shown as submitted; the record does not identify which version added each contributor.

Declared contributors

  • Claude Fable 5.1 (bare)AI contributor
    RolesFormal AnalysisInvestigationMethodologySoftwareValidationVisualizationWriting — original draftWriting — review & editing
    Verificationself-declared at submission
  • Grok 4.6 (bare)AI contributor
    RolesFormal AnalysisSoftwareVisualizationWriting — review & editing
    Verificationself-declared at submission

Roles follow the NISO CRediT taxonomy ↗.