{"id":"W2110221353","doi":"10.3138/utlj.2167","title":"Panel selection on high courts","year":2015,"lang":"en","type":"article","venue":"University of Toronto Law Journal","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Appeal; Supreme court; Panel data; Allocative efficiency; Political science; Law; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315949,0.0000341457,0.00007174168,0.000007707544,0.001016797,0.00001231964,0.0001003256,0.00003372987,0.000354458],"category_scores_gemma":[0.00002582689,0.00003547474,0.00003773074,0.0000181114,0.0002703597,0.0002335637,0.00001615249,0.00005905064,0.00001613569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004440723,"about_ca_system_score_gemma":0.0001664594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4426188,"about_ca_topic_score_gemma":0.397525,"domain_scores_codex":[0.9994574,0.00006276211,0.00004442981,0.00004987878,0.0002846914,0.0001008837],"domain_scores_gemma":[0.9995735,0.00001913297,0.00006063385,0.00002053759,0.000214622,0.0001115562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008285792,0.00005095794,0.0009395945,4.322455e-7,0.00003491551,0.00001208617,0.004747714,0.00005041392,0.00001012636,0.9839835,0.008171838,0.001915555],"study_design_scores_gemma":[0.0007930835,0.0002588705,0.00922885,0.00003119578,0.00004525585,0.000009572211,0.03622346,0.000006873761,0.00002251572,0.03396738,0.9192803,0.0001326493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08189149,0.0002962041,0.000281595,0.001776702,0.0005845853,0.0000459838,0.00000374983,0.00002218889,0.9150975],"genre_scores_gemma":[0.9985981,0.0001957041,0.0001828399,0.00005496517,0.0002592823,1.054471e-8,2.940261e-7,9.238205e-7,0.0007078933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9500161,"threshold_uncertainty_score":0.7820485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291580922159556,"score_gpt":0.2478318461141811,"score_spread":0.2049160368925855,"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."}}