{"id":"W4385613438","doi":"10.1017/epi.2023.41","title":"EPI volume 20 issue 3 Cover and Front matter","year":2023,"lang":"en","type":"article","venue":"Episteme","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Irvine; University of Oklahoma; Universität zu Köln; University of California, Los Angeles; University of Waterloo; University of Alberta; University of Rochester; York University; University of Pittsburgh; University of Cambridge; University of Nebraska-Lincoln; Amherst College; Universität Konstanz; University of Oxford; Princeton University; Johns Hopkins University; University of Washington; Lunds Universitet; Baylor University; University of Notre Dame; Harvard University; University of Southern California; Université de Genève; Yale University","keywords":"Front cover; Cover (algebra); Front (military); Volume (thermodynamics); Content (measure theory); Action (physics); Computer science; Environmental science; Physics; Mathematics; Meteorology; Engineering; Thermodynamics; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003797384,0.0001011043,0.0002715959,0.0001281318,0.0001208027,0.00008709445,0.000118651,0.00004456638,0.07996058],"category_scores_gemma":[0.00002399376,0.0001148507,0.00005825231,0.00009557998,0.00009876527,0.0001615871,0.0001430081,0.00005039657,0.744977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000404377,"about_ca_system_score_gemma":0.000003797799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177789,"about_ca_topic_score_gemma":0.000004195825,"domain_scores_codex":[0.9990339,0.000005182694,0.0003024459,0.0003772581,0.0000194956,0.0002617455],"domain_scores_gemma":[0.9995785,0.00002146638,0.0001056699,0.0002233601,0.000009135252,0.00006184027],"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":[0.000002399769,0.000007024145,0.07351197,0.00001786858,0.00003005005,0.000003323475,0.0004012931,0.00001503419,0.000001412429,0.002540127,0.9233738,0.00009574805],"study_design_scores_gemma":[0.0002048628,0.000008839601,0.04643781,0.000005141123,0.000002679939,0.000001086218,0.000160611,0.001040672,0.000002641837,0.001715187,0.950275,0.0001454527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0353456,0.00106491,0.0000886724,0.003760001,0.003313413,0.0001470537,0.0005856304,0.00008121578,0.9556135],"genre_scores_gemma":[0.06705224,0.0001263839,0.00007636751,0.0005398234,0.0001415645,0.00001351261,0.00001550571,0.00001307013,0.9320216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6650164,"threshold_uncertainty_score":0.9208804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072690284909253,"score_gpt":0.2065332385794627,"score_spread":0.1758063357303702,"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."}}