{"id":"W2042211880","doi":"10.5489/cuaj.1932","title":"Changing times indeed","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00214321,0.00007528539,0.0001870992,0.0003917883,0.0002941809,0.00005036022,0.000108947,0.0001455247,0.001339899],"category_scores_gemma":[0.002916293,0.00005326302,0.00007115151,0.0003759969,0.00004427781,0.00006305014,0.00001137348,0.0005269383,0.0001570641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005291323,"about_ca_system_score_gemma":0.0004321202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266053,"about_ca_topic_score_gemma":0.000170227,"domain_scores_codex":[0.9984248,0.0001108269,0.0001796718,0.0001302326,0.0005185448,0.0006359142],"domain_scores_gemma":[0.9982489,0.0001370592,0.00009645592,0.0000793181,0.0002390305,0.001199225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003905027,0.00003965601,0.9183367,0.000006354605,0.00006577549,0.0001302276,0.0006230528,0.00001186087,0.0005195593,0.001506999,0.03864495,0.04007575],"study_design_scores_gemma":[0.001332086,0.0004912184,0.7036312,0.00002143752,0.00003838016,0.0003503631,0.0003132984,0.001117081,0.00007603224,0.001255229,0.2912644,0.0001092568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468157,0.0001684656,0.0005389633,0.08708134,0.0006979505,0.0001841961,0.000003853028,0.00004571943,0.06446379],"genre_scores_gemma":[0.979991,0.00002534495,0.0001155988,0.01380785,0.001199208,0.000002395943,0.000005149455,0.000005715744,0.004847732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2526195,"threshold_uncertainty_score":0.999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689451839742835,"score_gpt":0.2642999759654815,"score_spread":0.2474054575680532,"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."}}