{"id":"W2058665427","doi":"10.5489/cuaj.2182","title":"L'invasion robotique au Canada","year":2014,"lang":"fr","type":"article","venue":"Canadian Urological Association Journal","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006970007,0.0001980062,0.0003311317,0.00009476156,0.002553948,0.0003389017,0.0005489427,0.0009895053,0.003880212],"category_scores_gemma":[0.006073955,0.0002043043,0.0002102644,0.0004795978,0.0002862803,0.0002750798,0.000035107,0.002150171,0.0002515369],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01553141,"about_ca_system_score_gemma":0.02161165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853453,"about_ca_topic_score_gemma":0.9976957,"domain_scores_codex":[0.994428,0.00215516,0.0004827439,0.0003073431,0.0009415799,0.001685122],"domain_scores_gemma":[0.9947788,0.001599325,0.0003703411,0.0001363363,0.0006247265,0.002490483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005659558,0.00003537869,0.5996272,0.00001113263,0.0001374436,0.00004215679,0.00285703,0.0008814688,0.000002693576,0.05599833,0.3199632,0.02043829],"study_design_scores_gemma":[0.0002264196,0.00008012648,0.1416609,0.00001537194,0.0000260643,0.00001616699,0.001013566,0.0006175169,0.000001570714,0.01068441,0.8454438,0.0002140019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1315663,0.001823826,0.0003259434,0.7215998,0.009629309,0.0002091483,0.00005382543,0.00002270555,0.1347691],"genre_scores_gemma":[0.9564062,0.001047135,0.0001068551,0.01582313,0.006173412,0.000005589305,0.000008857954,0.00001650891,0.02041232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8248399,"threshold_uncertainty_score":0.9987446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327014739977824,"score_gpt":0.2757776435407557,"score_spread":0.2425074961409774,"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."}}