{"id":"W4245121510","doi":"10.5489/cuaj.814","title":"Dr. Iain Alexander Drysdale Todd; Dr. James Richard Ireland; Dr. Robert Roberston Francis","year":2013,"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":true,"ca_institutions":"","funders":"","keywords":"History; Art history; Environmental ethics; Art; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0007523004,0.0002169188,0.0003174261,0.0002483822,0.001451532,0.000396704,0.0002867698,0.0002985138,0.07800026],"category_scores_gemma":[0.0007222881,0.0001744039,0.0001778371,0.0001393435,0.0001722876,0.0004847076,0.00001996874,0.0009594242,0.001078098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008360971,"about_ca_system_score_gemma":0.0002639032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006129825,"about_ca_topic_score_gemma":0.006426779,"domain_scores_codex":[0.9977707,0.0002186548,0.0005776202,0.0002495943,0.0004827502,0.0007007248],"domain_scores_gemma":[0.9979818,0.0002191164,0.0003492465,0.0001454005,0.0005151032,0.0007893215],"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":[0.000005818896,0.00004624884,0.01057987,0.000003433634,0.0000710875,0.00001537222,0.002409912,0.00001942146,0.00001086014,0.01457675,0.9701447,0.002116461],"study_design_scores_gemma":[0.0004651569,0.0001247761,0.01649855,0.000009458669,0.0000301655,0.00001606023,0.0004616814,0.0002099386,0.00000235188,0.004747619,0.977194,0.0002402046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2008708,0.002422483,0.0008611676,0.3463138,0.008214395,0.0008824275,0.0002063502,0.0002713732,0.4399572],"genre_scores_gemma":[0.8066857,0.00006839972,0.00006477427,0.02985941,0.003524969,0.00005457909,0.0001017755,0.0000319495,0.1596084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6058149,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856883284262315,"score_gpt":0.2010746959322397,"score_spread":0.1825058630896166,"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."}}