{"id":"W4399089444","doi":"10.5489/cuaj.8855","title":"Our Association’s Journal","year":2024,"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":"Queen's University","funders":"","keywords":"Association (psychology); Psychology","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02496202,0.0001900607,0.0003668754,0.0008697914,0.001071831,0.01437432,0.001992645,0.00071014,0.002077247],"category_scores_gemma":[0.04454345,0.0001305655,0.0003685141,0.001407656,0.00001346391,0.002479473,0.00007897114,0.003521851,0.002293447],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004662657,"about_ca_system_score_gemma":0.002049333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487859,"about_ca_topic_score_gemma":0.0003839851,"domain_scores_codex":[0.9932731,0.001066247,0.001157818,0.000393181,0.003146965,0.0009626593],"domain_scores_gemma":[0.9942926,0.001914611,0.0008417499,0.0001701405,0.001327083,0.001453829],"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":[0.000002924049,0.000005737321,0.2641298,3.376649e-7,0.00006451045,0.0001214251,0.0001547083,0.00007936218,0.000003841922,0.0007559989,0.7192997,0.01538169],"study_design_scores_gemma":[0.00017155,0.00003828885,0.1050777,0.00000991144,0.00002544174,0.0004970884,0.0005081319,0.0006563048,0.000002221018,0.06008122,0.8327688,0.0001633533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1582548,0.002823805,0.001979114,0.7743577,0.01998147,0.0001760634,0.0001402957,0.0001508774,0.04213587],"genre_scores_gemma":[0.9582732,0.0001247229,0.0001475167,0.009581168,0.004990038,0.000002894913,0.00000424154,0.00001585717,0.02686039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8000184,"threshold_uncertainty_score":0.9991583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092848886585581,"score_gpt":0.3545834572186777,"score_spread":0.2936549683528218,"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."}}