{"id":"W4206911406","doi":"10.1017/epi.2021.43","title":"EPI volume 18 issue 3 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; Université de Genève; University of Waterloo; University of Alberta; Northwestern University; University of Rochester; York University; University of Pittsburgh; University of Cambridge; 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; Lunds Universitet; Baylor University; Brown University; Harvard University; University of Southern California; Yale University","keywords":"Front cover; Cover (algebra); Volume (thermodynamics); Front (military); Content (measure theory); Action (physics); Computer science; Environmental science; Physics; Meteorology; Mathematics; 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":[0.0002335049,0.00009961516,0.0002943196,0.00005234932,0.0001065814,0.0001139262,0.00008846359,0.00004521032,0.2550198],"category_scores_gemma":[0.000033711,0.0001183997,0.0000656835,0.00005163317,0.00009126911,0.0001587416,0.0001398187,0.00005494929,0.3875182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004889408,"about_ca_system_score_gemma":0.000008476864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009072104,"about_ca_topic_score_gemma":0.000004769436,"domain_scores_codex":[0.9990339,0.000007410594,0.0003113069,0.0004152336,0.00001804639,0.0002141315],"domain_scores_gemma":[0.9995359,0.0000175017,0.0001069848,0.0002575447,0.00001930056,0.00006275199],"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":[0.000002353457,0.00001972012,0.07476597,0.00002182499,0.00004523274,0.000009199927,0.0003169118,0.000005230918,0.000003072571,0.004777451,0.9199087,0.0001243195],"study_design_scores_gemma":[0.0002432286,0.00000643866,0.02957168,0.000006600498,0.000004061119,0.000005086445,0.0001830999,0.0002381559,0.00001741489,0.001497061,0.9680742,0.0001529686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01652768,0.003868333,0.0002333859,0.002101763,0.002475194,0.0000699556,0.0003012526,0.00001983855,0.9744026],"genre_scores_gemma":[0.0792739,0.0001512256,0.0003429455,0.001066334,0.000137183,0.000007193916,0.00001022858,0.00001087505,0.9190001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1324984,"threshold_uncertainty_score":0.7456612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104466255952052,"score_gpt":0.2056351585613294,"score_spread":0.1745904960018089,"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."}}