{"id":"W2005469717","doi":"10.5489/cuaj.2150","title":"Good servants, poor masters","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002289299,0.0001984752,0.0004613156,0.003445374,0.004546026,0.004105763,0.0005009983,0.001273829,0.02350999],"category_scores_gemma":[0.01355964,0.0001909876,0.0002800673,0.003725004,0.003445975,0.002006212,0.002354751,0.002008758,0.0009927932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643322,"about_ca_system_score_gemma":0.006836107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1294878,"about_ca_topic_score_gemma":0.3090108,"domain_scores_codex":[0.9972824,0.0004834775,0.0001481123,0.0001636665,0.0007352502,0.00118706],"domain_scores_gemma":[0.9871086,0.001534099,0.002656457,0.0002865285,0.001612706,0.006801581],"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":[0.0002582253,0.0001887783,0.8149386,0.0003087649,0.0000794723,0.0003999989,0.01770581,0.0001400215,0.0002645532,0.0359598,0.07668909,0.0530668],"study_design_scores_gemma":[0.00005467939,0.000115465,0.8398271,0.0003908496,0.00006598619,0.0003398266,0.100021,0.0002478991,0.0001472904,0.01339106,0.04535495,0.00004388228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7913812,0.003168126,0.0002409782,0.120508,0.0008449871,0.00005704617,0.0027322,0.00002790211,0.0810395],"genre_scores_gemma":[0.9867633,0.000914094,0.0001147301,0.004037874,0.0002700846,0.00001551176,0.000288217,0.00000956124,0.007586624],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1294878,"threshold_uncertainty_score":0.2574681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364777107867112,"score_gpt":0.3153416200117534,"score_spread":0.2816938489330823,"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."}}