{"id":"W4238091437","doi":"10.1017/epi.2021.20","title":"EPI volume 18 issue 2 Cover and Front matter","year":2021,"lang":"en","type":"article","venue":"Episteme","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Irvine; University of California, Los Angeles; Universität Konstanz; University of Waterloo; University of Alberta; Northwestern University; University of Rochester; York University; University of Nebraska-Lincoln; Amherst College; Centre National de la Recherche Scientifique; University of Oxford; University of Notre Dame; London School of Economics and Political Science; Princeton University; Johns Hopkins University; University of Washington; Universität zu Köln; University of Oklahoma; University of Pittsburgh; Lunds Universitet; Baylor University; Brown University; 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; Meteorology; Mathematics; Thermodynamics; Engineering; 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":[0.0002322357,0.00009959611,0.0002943649,0.00005233123,0.0001065999,0.0001139383,0.0000884711,0.00004521482,0.2562847],"category_scores_gemma":[0.00003327894,0.0001183908,0.0000656743,0.00005161055,0.00009126063,0.0001587259,0.0001399081,0.00005494786,0.3819372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004869746,"about_ca_system_score_gemma":0.000008430772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000090587,"about_ca_topic_score_gemma":0.000004764609,"domain_scores_codex":[0.9990341,0.000007415691,0.0003113066,0.0004150939,0.00001803746,0.0002140639],"domain_scores_gemma":[0.9995362,0.00001740189,0.000107129,0.0002574308,0.00001906947,0.00006274789],"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":[0.000002318541,0.00001967515,0.07207768,0.00002158198,0.00004516351,0.000009327227,0.0003164076,0.000005243537,0.000002941835,0.004889921,0.922484,0.0001257544],"study_design_scores_gemma":[0.0002417663,0.00000646028,0.02930362,0.000006537916,0.000004092072,0.000005159829,0.0001823147,0.0002364005,0.00001692243,0.001507636,0.9683362,0.000152851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01621739,0.003898364,0.0002256804,0.002092866,0.002455737,0.00006955798,0.0002979514,0.00001978611,0.9747227],"genre_scores_gemma":[0.07740803,0.0001537198,0.0003403703,0.001071212,0.0001381567,0.000007217333,0.00001050992,0.00001089911,0.9208599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1256526,"threshold_uncertainty_score":0.7443952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043297408586691,"score_gpt":0.2054506083034728,"score_spread":0.1750176342176059,"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."}}