{"id":"W4285161254","doi":"10.2139/ssrn.4116231","title":"Authority in a Simple Screening Model","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Simple (philosophy); Mathematics; Computer science; Epistemology; Philosophy","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":[0.003540109,0.0009460241,0.003461691,0.002138126,0.002288708,0.00570666,0.002965302,0.007129924,0.02588249],"category_scores_gemma":[0.01219475,0.0009994612,0.001602377,0.001752812,0.00410558,0.006509797,0.002115736,0.002815887,0.00286188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640415,"about_ca_system_score_gemma":0.002555471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126607,"about_ca_topic_score_gemma":0.009234875,"domain_scores_codex":[0.9976364,0.0009100832,0.00009194653,0.0003541361,0.0003495458,0.0006578656],"domain_scores_gemma":[0.9897652,0.006156305,0.001153419,0.0007826098,0.0008823821,0.001260167],"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":[0.00009413519,0.0001254762,0.0005684034,0.00006014204,0.00003069865,0.0004355721,0.000149046,0.03817562,0.000317946,0.9534017,0.004754325,0.001886946],"study_design_scores_gemma":[0.0002779202,0.00006689062,0.0006237946,0.00003016967,0.00003918573,0.0002118072,0.0001439588,0.2733355,0.00009762983,0.7235693,0.001549838,0.00005393317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4416213,0.001793828,0.1676651,0.03182477,0.0005208693,0.0002999312,0.001873006,0.0009979559,0.3534032],"genre_scores_gemma":[0.9422244,0.0003743435,0.003869636,0.0005886993,0.0002704497,0.00007549246,0.0001283602,0.00005159778,0.052417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02588249,"threshold_uncertainty_score":0.08658552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923358233674622,"score_gpt":0.2274029260505555,"score_spread":0.1981693437138093,"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."}}