{"id":"W6990101384","doi":"","title":"Court Review: Journal of the American Judges Association, Vol. 58, No. 2","year":2022,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Judicial independence; Independence (probability theory); Judicial review; Judicial opinion; Supreme court; Publishing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424524,0.00005376093,0.0002738381,0.00005377611,0.0010869,0.00001357853,0.0006485979,0.00002684194,0.0007370971],"category_scores_gemma":[0.0008443417,0.00005230558,0.0001711393,0.0007829035,0.000200214,0.0001857911,0.0001558578,0.0002132512,0.0000144618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004940206,"about_ca_system_score_gemma":0.000577984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064922,"about_ca_topic_score_gemma":0.003567405,"domain_scores_codex":[0.9983222,0.0004241146,0.0001633206,0.00009349159,0.00084746,0.0001493879],"domain_scores_gemma":[0.9976206,0.0001406656,0.00112119,0.0001073318,0.0009457085,0.00006443624],"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":[0.00003643918,0.000115473,0.0724886,0.00009757661,0.00009217313,0.000008702114,0.005777152,0.0000200102,0.00005218783,0.001600222,0.917218,0.002493492],"study_design_scores_gemma":[0.0001698273,0.00008664416,0.01785736,0.00007551385,0.00005716912,9.112337e-7,0.01544414,0.000004549595,0.000002514915,0.0003038699,0.9659306,0.00006688832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6264595,0.01357023,0.0001448576,0.1608806,0.0063943,0.001381917,0.0001667111,0.00009302775,0.1909089],"genre_scores_gemma":[0.9725888,0.002766302,0.0001187331,0.001364916,0.0006446715,4.528323e-7,0.000001438113,0.000007143943,0.02250755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461293,"threshold_uncertainty_score":0.995939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007592523473474518,"score_gpt":0.2322897037456815,"score_spread":0.2246971802722069,"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."}}