{"id":"W7106250910","doi":"10.5683/sp3/agc2zf","title":"Claude Opus 4","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001494083,0.004947263,0.001771431,0.004096,0.001033676,0.002305006,0.003492822,0.003078276,0.06865248],"category_scores_gemma":[0.01101682,0.001164381,0.001411095,0.003707119,0.0007176813,0.002408117,0.002369507,0.002208397,0.1087361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002028996,"about_ca_system_score_gemma":0.003048945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02560873,"about_ca_topic_score_gemma":0.05640915,"domain_scores_codex":[0.9977848,0.0004852735,0.0001948783,0.0005802123,0.0006703704,0.0002845245],"domain_scores_gemma":[0.9955922,0.001435099,0.0002251588,0.001077352,0.001209036,0.0004611612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002665192,0.00006236201,0.0004244187,0.0006395067,0.00003101355,0.00003253743,0.00003496438,0.0004447844,0.0005310587,0.000318468,0.9899893,0.007225178],"study_design_scores_gemma":[0.000549042,0.000202949,0.004569892,0.000257204,0.00006839174,0.0002202096,0.0001142136,0.003283663,0.003017217,0.002102122,0.9855252,0.00008999275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001400859,0.0007082002,0.001073799,0.0002321147,0.0002081949,0.00009855744,0.9757844,0.01556326,0.004930568],"genre_scores_gemma":[0.001962679,0.00008762796,0.001036902,0.00009007634,0.00002262676,0.0001609327,0.9942372,0.0006013379,0.001800558],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9313475,"threshold_uncertainty_score":0.2296654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155707837563934,"score_gpt":0.291168850638378,"score_spread":0.2755980668819846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}