{"id":"W4380730297","doi":"10.5489/cuaj.8410","title":"Poster Session 2: Basic Science, EDI (Part 1)","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Glycomics Network; Vancouver Coastal Health Research Institute; Canadian Urological Association","keywords":"Session (web analytics); Computer science; Data science; Psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001376535,0.001683334,0.0008479591,0.00134775,0.0010439,0.002849706,0.00120936,0.003661902,0.3832933],"category_scores_gemma":[0.001286225,0.0003932973,0.001073816,0.000658154,0.0004004585,0.001384849,0.002081295,0.003052028,0.1855399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061473,"about_ca_system_score_gemma":0.00120695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003609168,"about_ca_topic_score_gemma":0.000710142,"domain_scores_codex":[0.9994457,0.00007288303,0.0000310672,0.0001630795,0.0001708162,0.0001162895],"domain_scores_gemma":[0.9990061,0.00009713958,0.00004527835,0.00005091709,0.0003265823,0.0004741274],"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":[0.001265037,0.0004807999,0.0004577641,0.001118929,0.00003874033,0.000227532,0.00006069177,0.0002002835,0.00621575,0.002212368,0.815284,0.1724381],"study_design_scores_gemma":[0.0001406878,0.0004780648,0.001963717,0.000308879,0.0000273041,0.000321465,0.00003991011,0.0001392953,0.001480065,0.001563792,0.9935215,0.00001533042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01139499,0.06922476,0.006173832,0.0438008,0.2473255,0.002581635,0.006805122,0.001566978,0.6111264],"genre_scores_gemma":[0.01680077,0.02268878,0.002227719,0.007882112,0.07943815,0.0007633455,0.002965983,0.0003619601,0.8668712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6167067,"threshold_uncertainty_score":0.8796573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891208371611192,"score_gpt":0.3043016929543134,"score_spread":0.2753896092382015,"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."}}