{"id":"W4213020685","doi":"10.1093/analys/anab045","title":"How Wrong Can You Be?","year":2021,"lang":"en","type":"article","venue":"Analysis","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Philosophy; Epistemology; 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":[],"consensus_categories":[],"category_scores_codex":[0.02498807,0.0005093737,0.001032577,0.005136672,0.007196417,0.01260405,0.001714445,0.004415271,0.01362764],"category_scores_gemma":[0.1145119,0.0003008219,0.000773152,0.004115785,0.01724864,0.0186108,0.00344735,0.0072354,0.002127063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00915516,"about_ca_system_score_gemma":0.0169543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456288,"about_ca_topic_score_gemma":0.01578365,"domain_scores_codex":[0.9714826,0.01944523,0.0007085587,0.001372087,0.005349124,0.00164237],"domain_scores_gemma":[0.8973153,0.0719927,0.007032858,0.003782645,0.01746252,0.002414097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006179591,0.00009769223,0.0124981,0.0002641759,0.0001282444,0.0002146869,0.01308143,0.0003164341,0.00007917442,0.7903352,0.1040845,0.07883853],"study_design_scores_gemma":[0.00001368213,0.00001997895,0.002730849,0.0009506482,0.00008560863,0.0001697445,0.03326422,0.0009360635,0.0003814909,0.8653157,0.09609196,0.00003987505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04001231,0.006299123,0.03685478,0.7940741,0.003491216,0.00009293196,0.0004308501,0.0002067843,0.118538],"genre_scores_gemma":[0.8798848,0.006085009,0.01478879,0.0701327,0.001512942,0.0002340595,0.0002520903,0.0002865485,0.02682315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02498807,"threshold_uncertainty_score":0.1321511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038123922437452,"score_gpt":0.389930906923018,"score_spread":0.3295496676986435,"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."}}