{"$schema":"https://policywindow.org/critique/api/schema","name":"Critical AI — verification packet: Comment on \"The Impact of AI on Developer Productivity: Evidence from GitHub Copilot\"","description":"Independently-checkable facts for this Comment. The deterministic checks re-derive from the published data; resolve the target DOI and run the verifier to confirm without trusting this endpoint.","critique":"https://policywindow.org/critique/c/peng-copilot-developer-productivity","ok":true,"deterministic":{"id":"peng-copilot-developer-productivity","target":{"title":"The Impact of AI on Developer Productivity: Evidence from GitHub Copilot","doi":"10.48550/arXiv.2302.06590","fictional":false,"resolveAt":"https://doi.org/10.48550/arXiv.2302.06590"},"accessBasis":"open_access","severity":{"value":"moderate","cap":"high","withinCap":true},"citations":{"cited":3,"verified":3,"fabricated":0},"checks":[{"name":"zero_fabricated_citations","pass":true,"detail":"0 fabricated across 1 critiques (must be 0); counter corroborated against checkedSources","offenders":[]},{"name":"severity_within_access_cap","pass":true,"detail":"1 critiques checked; 0 exceed their access-basis severity cap (expert-certified critiques exempt, per the validator)","offenders":[]},{"name":"real_critiques_have_wellformed_target_doi","pass":true,"detail":"0 non-fictional critiques lack a well-formed target DOI","offenders":[]}],"ok":true},"attestation":{"ok":true,"sourceGrounding":"spans_in_app","checks":[{"label":"Verbatim source spans present in the critique","pass":true},{"label":"Passes the publication validator","pass":true},{"label":"Zero fabricated citations","pass":true},{"label":"Severity within the access-basis cap","pass":true}]},"faithfulness":{"verdict":"contested","note":"AI adversarial judgment, NOT a deterministic re-derivation — informational."},"independentlyConfirm":{"resolveTargetDoi":"https://doi.org/10.48550/arXiv.2302.06590","command":"npx tsx scripts/verify-critical-ai.ts --critique peng-copilot-developer-productivity --live","note":"This endpoint is the app's self-report. The command re-derives these checks from source + external ground truth, independent of this site."}}