{"id":"W4391351838","doi":"10.5489/cuaj.8718","title":"Dr. Thomas Eid","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009003097,0.00006983997,0.00009992186,0.0001579765,0.0006625524,0.0004455147,0.0001442233,0.0001098122,0.02836903],"category_scores_gemma":[0.0003915311,0.00004766763,0.0001003253,0.00005102057,0.00009860974,0.0001269492,0.000008616221,0.000771988,0.001148337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000081,"about_ca_system_score_gemma":0.0004471524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829376,"about_ca_topic_score_gemma":0.003669949,"domain_scores_codex":[0.9988373,0.0001495437,0.000176687,0.000114943,0.0003379051,0.0003836131],"domain_scores_gemma":[0.9990306,0.0001876641,0.00003532932,0.00004518469,0.0001084452,0.0005927465],"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":[0.000003819014,0.00001102239,0.001140914,0.000006184845,0.00004884609,0.0002757563,0.002448351,0.000001856526,0.000005145221,0.1707404,0.819352,0.005965766],"study_design_scores_gemma":[0.00006264458,0.00006268506,0.0008922538,0.000008890703,0.000009873247,0.00002734148,0.0001677661,0.0001122601,7.415443e-7,0.007629995,0.9909579,0.00006762821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0279799,0.004148742,0.00005210203,0.157146,0.007623126,0.0001332868,0.00007776979,0.0001430508,0.802696],"genre_scores_gemma":[0.8433864,0.00006852785,0.00000816173,0.003524211,0.004139195,0.000004195846,0.000007909297,0.000009135894,0.1488523],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8154064,"threshold_uncertainty_score":0.9996294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035962413221555,"score_gpt":0.2464082022366973,"score_spread":0.2060485781044818,"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."}}