{"id":"W4251056091","doi":"10.1109/rewbah51211.2020.00004","title":"REWBAH 2020 TOC","year":2020,"lang":"en","type":"article","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa; Ericsson (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002449479,0.000612044,0.0005661182,0.003300464,0.003106453,0.007596438,0.001927466,0.008085986,0.6267098],"category_scores_gemma":[0.009494736,0.000475,0.0008433625,0.001119976,0.001117177,0.002184497,0.002916528,0.003330491,0.4087636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004367922,"about_ca_system_score_gemma":0.008218788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03287729,"about_ca_topic_score_gemma":0.07140081,"domain_scores_codex":[0.997085,0.0003773051,0.00009124181,0.0002011896,0.001754572,0.0004906415],"domain_scores_gemma":[0.9957783,0.0006486734,0.0001734246,0.0005017271,0.002330021,0.0005678238],"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":[0.00003206849,0.00003459322,0.0001238077,0.00009594192,0.000003822482,0.00006311123,0.00004470986,0.00004153186,0.0001620853,0.01553223,0.945439,0.03842701],"study_design_scores_gemma":[0.000006408022,0.000005204898,0.000255867,0.00009527809,0.000001952626,0.0000310122,0.00004978634,0.000031608,0.00009715367,0.001931625,0.9974896,0.000004482758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003577037,0.0005439147,0.0002947612,0.005354643,0.002207949,0.00009866129,0.002303296,0.0006628871,0.9881762],"genre_scores_gemma":[0.001547306,0.0001690564,0.0003547446,0.003198944,0.0002234978,0.00005373998,0.00121178,0.0002221616,0.9930188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3732902,"threshold_uncertainty_score":0.5324532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605746138654555,"score_gpt":0.3140787854751181,"score_spread":0.2780213240885726,"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."}}