PROVENANCE LABEL v1.0PL-000018
AuthorShelton
Created2026-05-08 17:33 UTC
WorkLess Vibe Coding, More Vibe Cumming
Registered byShelton Davis
AI ToolsClaude Sonnet 4.6
Human 78%AI 22%
Human originated the concept, title, and self-pleasure-as-self-care argument; directed all editorial pivots and rejected sanitized drafts. AI retrieved supporting research citations and adapted prose to match human voice sample.
LABEL CONFIDENCEPLGen-C v1.0 — 0.350
△Session initialized pre-work (delta unverified)
✗No PLGT1 token — checksum unavailable
△Token/time ratio — unverified
✓Registered member (16 prior labels)
✗No work URL provided
△Paste ratio — unverified
△Session gaps — unverified
✗No institutional corroboration
⚠ instrumentation: partial — S1, S3, S6, S7 estimated
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