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Checkout Consent evaluates this boundary in 40 synthetic shopping episodes across 7 scenario types. We test 9 scripted controls through the public execution and replay path. The privileged oracle attains full credit on 40/40 tasks, a rate of 1.000 [0.912, 1.000]. Empty output and blanket refusal receive no credit. Re-quoting after consent produces an unauthorized-attempt rate of 0.875 [0.739, 0.945]. These are 95% Wilson intervals over tasks. A simulated population sweep adds 16000 episodes and removes consent questions in a paired intervention. At equal oracle and unsafe-policy mixture weights, simulated mean score falls from 0.514 [0.491, 0.536] to 0.062 [0.055, 0.069]; intervals bootstrap simulated agents. The payment guard remains active throughout. Results validate selected measurement distinctions, not deployed agent safety. No learned model or human participant is evaluated.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://zenodo.org/doi/10.5281/zenodo.23752388","contentUrl":null,"metadataVersion":2,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-10-29T03:17:09.000Z","registered":"2026-10-29T03:17:09.000Z","published":"2026","updated":"2026-11-07T05:37:03.000Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}},"provider":{"data":{"id":"cern","type":"providers"}},"media":{"data":{"id":"10.5281/zenodo.23752388","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{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