{"id":"W1940824215","doi":"10.5489/cuaj.3042","title":"Still room for print","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer 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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01318594,0.00009505184,0.0002234141,0.0002484995,0.000213596,0.001766359,0.001339151,0.0003143546,0.0003338076],"category_scores_gemma":[0.06818124,0.00006401963,0.0001233237,0.0004124233,0.0000189969,0.0007933246,0.00005451816,0.0006272813,0.0002389659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009799,"about_ca_system_score_gemma":0.001125853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006214809,"about_ca_topic_score_gemma":0.0008912238,"domain_scores_codex":[0.9971384,0.0003197775,0.0005642617,0.0002534779,0.001210411,0.0005136951],"domain_scores_gemma":[0.9953178,0.001161515,0.0005128842,0.0001448851,0.001344127,0.001518802],"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":[0.00001527087,0.00000822267,0.3563208,1.329861e-7,0.00001382239,0.000006737259,0.0002587432,0.0003447809,0.00000150255,0.001794032,0.6265804,0.01465555],"study_design_scores_gemma":[0.0003578997,0.00006113973,0.09070423,0.000001059005,0.000005838682,0.00002616585,0.0002239341,0.0009271103,0.000002923809,0.1032798,0.8043236,0.00008631607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6499751,0.0003717678,0.01767624,0.2973024,0.005302838,0.0004741629,0.0001660906,0.00006851334,0.02866292],"genre_scores_gemma":[0.9858848,0.000003577868,0.0007178243,0.007754607,0.0009577235,0.000007551183,0.000004817811,0.000006120033,0.004663006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359097,"threshold_uncertainty_score":0.9992699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188354535254147,"score_gpt":0.3631370495234369,"score_spread":0.2443015959980223,"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."}}