{"id":"W4253743921","doi":"10.5489/cuaj.4727","title":"2017 CUA program overview","year":2017,"lang":"es","type":"article","venue":"Canadian Urological Association Journal","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004722913,0.000696216,0.0004696037,0.004447539,0.003083872,0.004658971,0.001813743,0.001114073,0.2436155],"category_scores_gemma":[0.009034267,0.0005409634,0.0005591276,0.002494661,0.0004908181,0.002238256,0.004286248,0.001966139,0.1444364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004920362,"about_ca_system_score_gemma":0.02623507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0400492,"about_ca_topic_score_gemma":0.08116372,"domain_scores_codex":[0.9979955,0.0003187207,0.00008594318,0.0002478822,0.0008323392,0.0005197357],"domain_scores_gemma":[0.9874579,0.0006045261,0.0003654638,0.0007489239,0.006355173,0.004467934],"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":[0.0001036435,0.0001447485,0.001274841,0.0001038524,0.000004527254,0.00002754746,0.00007341283,0.0001378742,0.0003346501,0.003367316,0.8688425,0.1255851],"study_design_scores_gemma":[0.00001560211,0.00001957376,0.001554085,0.00008254799,0.000003302546,0.00002718211,0.00008590561,0.0003102692,0.0003368261,0.0008266282,0.99673,0.000008102734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01074403,0.003204544,0.03064497,0.0350209,0.01002981,0.002503796,0.0315355,0.03119397,0.8451225],"genre_scores_gemma":[0.04210105,0.003268439,0.03611019,0.006588106,0.002108327,0.003293748,0.04472136,0.009160629,0.8526481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9599508,"threshold_uncertainty_score":0.8149751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04124775359168793,"score_gpt":0.2914185178565898,"score_spread":0.2501707642649019,"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."}}