{"id":"W2888348074","doi":"10.5489/cuaj.5608","title":"Bored of the rings (pages, texts, and emails)","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; World Wide Web; Computer science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007885299,0.00005636944,0.00009497027,0.00005137594,0.00067228,0.0002509099,0.0001683684,0.000101527,0.000810563],"category_scores_gemma":[0.0009270423,0.00003586258,0.00004408724,0.0000370878,0.0001568069,0.0001606565,0.00002018039,0.000421296,0.000009232908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088597,"about_ca_system_score_gemma":0.0001088317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934394,"about_ca_topic_score_gemma":0.006434987,"domain_scores_codex":[0.9992397,0.0001045869,0.0001882485,0.00007372986,0.0001666743,0.0002270935],"domain_scores_gemma":[0.9992546,0.0001058615,0.000221782,0.0000473396,0.0002060601,0.0001643059],"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":[0.000006991369,0.00001023716,0.4999332,0.00000454868,0.00004910726,0.000003124008,0.009801627,0.000001071741,0.00002535155,0.08212782,0.4031243,0.004912604],"study_design_scores_gemma":[0.0001202452,0.00004035845,0.2251014,0.00001001248,0.0000131218,0.00001450897,0.0005587247,0.00002435142,0.000006343178,0.005541516,0.7685132,0.00005627338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672584,0.0003453268,0.000004559924,0.04747184,0.0007218898,0.00005928191,0.00004342921,0.000016982,0.08407824],"genre_scores_gemma":[0.9921643,0.00001973889,0.00001494057,0.003388216,0.001857257,6.257361e-7,0.000001210228,0.000004094196,0.002549666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3653888,"threshold_uncertainty_score":0.8875096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707158947228152,"score_gpt":0.1906809075231203,"score_spread":0.1736093180508388,"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."}}