{"id":"W7017047762","doi":"","title":"Adjudicating Uncertain Facts – The Case for Procedural Legitimacy","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Civil procedure; Set (abstract data type); Procedural law; Civil litigation; Federal Rules of Civil Procedure; Procedural justice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0805498,0.000774314,0.001623136,0.003524584,0.01363314,0.02306322,0.006449116,0.02583256,0.00340496],"category_scores_gemma":[0.1495358,0.0007923295,0.001975116,0.002241049,0.1188868,0.02556126,0.009396664,0.03072223,0.001019556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01678443,"about_ca_system_score_gemma":0.02175227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388042,"about_ca_topic_score_gemma":0.01226055,"domain_scores_codex":[0.891516,0.05225076,0.00506855,0.009998859,0.03423021,0.006935615],"domain_scores_gemma":[0.818489,0.1511248,0.005332362,0.009774995,0.01374116,0.001537589],"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":[0.000003602757,0.000002242118,0.00002996684,0.00001535558,0.000003501171,0.00002811142,0.000983788,0.00007322572,0.00001762254,0.9956696,0.001917204,0.001255789],"study_design_scores_gemma":[0.00001929215,0.000007083636,0.0001078965,0.0001778101,0.00001031654,0.00004229245,0.0005777241,0.00050123,0.0001127356,0.9502365,0.04818822,0.00001884827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01200427,0.009816227,0.07895071,0.6785886,0.003694076,0.0001037074,0.00008789437,0.00012295,0.2166316],"genre_scores_gemma":[0.8420349,0.005029882,0.01975494,0.09850597,0.0122908,0.000393418,0.00006561977,0.0003105409,0.02161396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0805498,"threshold_uncertainty_score":0.4259931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834420567154147,"score_gpt":0.2555581892390082,"score_spread":0.2172139835674667,"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."}}