{"id":"W4255392890","doi":"10.1017/cbo9781107279766.015","title":"PROCEDURAL RULING AND ADDITIONAL PROCEDURES REGARDING PUBLIC OBSERVATION OF THE ORAL HEARING","year":2017,"lang":"en","type":"other","venue":"","topic":"Multidisciplinary Research Papers Compilation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prejudice (legal term); Object (grammar); Position (finance); Audiology; Political science; Psychology; Medicine; Law; Computer science; Business; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000465843,0.0001096352,0.0001546913,0.0001084868,0.0008681809,0.0001669559,0.0003597085,0.0001616129,0.002590802],"category_scores_gemma":[0.002208847,0.00007908475,0.00004696734,0.0001488687,0.0004230885,0.0002908914,0.0001845688,0.0001668877,0.000004508791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006857972,"about_ca_system_score_gemma":0.0007395442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009307956,"about_ca_topic_score_gemma":0.01875614,"domain_scores_codex":[0.9986847,0.0001177791,0.0001255016,0.0002215399,0.0006196223,0.0002308511],"domain_scores_gemma":[0.9991928,0.00009816978,0.0002834941,0.0001991251,0.0001559743,0.00007042024],"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":[0.00001154369,0.00003209486,0.03071151,0.0003301369,0.00005633551,5.95993e-7,0.0014301,0.000003393112,0.0001548573,0.0220122,0.9407559,0.004501332],"study_design_scores_gemma":[0.000303938,0.00001954427,0.05269413,0.001411731,0.00001559272,0.000001909013,0.001074592,0.0005822132,0.0000199174,0.001051263,0.9425502,0.0002750125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001546348,0.0001277106,0.00002885218,0.003650786,0.0001713286,0.0007830655,0.00008939551,0.0001108174,0.9934917],"genre_scores_gemma":[0.09230928,0.0001133936,0.002220077,0.00004281551,0.0005937457,0.00006838352,0.0001149413,0.00008775901,0.9044496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09076293,"threshold_uncertainty_score":0.999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321989333982759,"score_gpt":0.3761394097188969,"score_spread":0.243940476320621,"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."}}