{"id":"W4252101050","doi":"10.5489/cuaj.4504","title":"Dr. William Winistok","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005729163,0.0000769233,0.0001221042,0.00007908306,0.004312711,0.0005524078,0.0003190008,0.0001033008,0.01308797],"category_scores_gemma":[0.001292812,0.00006233907,0.00007460744,0.00001360056,0.0001930481,0.0003015867,0.00001249269,0.0004713383,0.0004513575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004216044,"about_ca_system_score_gemma":0.0002700504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007368571,"about_ca_topic_score_gemma":0.008323312,"domain_scores_codex":[0.9990832,0.0000582646,0.0002279094,0.00009925254,0.00022267,0.000308733],"domain_scores_gemma":[0.9988319,0.00005420236,0.000329253,0.0001425142,0.0002337313,0.0004084579],"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":[0.000004122739,0.0000208653,0.02588506,0.000001121808,0.00003427431,0.00003213459,0.00110258,7.97508e-7,0.000002493199,0.2710807,0.6989101,0.002925762],"study_design_scores_gemma":[0.0001586482,0.00004958458,0.03536744,0.000003182039,0.000009990769,0.000007861103,0.00007024271,0.00001047408,5.011775e-7,0.007926523,0.9563133,0.00008226431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04545256,0.00009949324,0.0000412574,0.1380681,0.005387812,0.00009602188,0.00009249923,0.00004407172,0.8107181],"genre_scores_gemma":[0.9440619,0.000008165174,0.000018234,0.007555822,0.002603947,0.000003330787,0.00001290816,0.000005862399,0.04572988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8986093,"threshold_uncertainty_score":0.9969835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111643688856244,"score_gpt":0.2300593758932367,"score_spread":0.1889429390046743,"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."}}