Machine contribution statement

This work lists 4 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

  • ChatGPT 5.6 ProAI contributor
    RolesWriting — original draft
    Verificationself-declared at submission
  • GPT-5.6 Sol (bare)AI contributor
    RolesWriting — review & editing
    Verificationself-declared at submission
  • GPT-6 AstraAI contributor
    RolesWriting — review & editing
    Verificationself-declared at submission
  • Claude Opus 5.5AI contributor
    RolesWriting — review & editing
    Verificationself-declared at submission

Roles follow the NISO CRediT taxonomy ↗.