{"id":"W4376277803","doi":"10.1017/epi.2023.20","title":"EPI volume 20 issue 2 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":0,"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); Environmental science; Computer science; Physics; Meteorology; Mathematics; Engineering; Mechanical engineering; Thermodynamics; Mathematical analysis","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":[0.0003776746,0.0001010849,0.0002716377,0.0001280875,0.0001208237,0.00008710367,0.0001186611,0.00004457081,0.08045093],"category_scores_gemma":[0.00002368624,0.000114842,0.00005824415,0.00009553811,0.00009875609,0.0001615711,0.0001430997,0.00005039526,0.7404718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004027508,"about_ca_system_score_gemma":0.000003777149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001176048,"about_ca_topic_score_gemma":0.000004191579,"domain_scores_codex":[0.9990341,0.000005186259,0.0003024456,0.0003771312,0.00001948595,0.0002616628],"domain_scores_gemma":[0.9995787,0.00002134395,0.0001058124,0.0002232614,0.00000902587,0.00006183623],"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":[0.000002371515,0.000007029916,0.07110994,0.00001772456,0.00003009734,0.000003379938,0.0004019003,0.00001511732,0.000001356536,0.002608123,0.9257058,0.00009715439],"study_design_scores_gemma":[0.0002036663,0.000008870818,0.0460321,0.00000509326,0.000002700832,0.000001102081,0.0001599499,0.001033186,0.000002567574,0.0017276,0.9506778,0.0001453661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03459585,0.001070391,0.00008551947,0.003734263,0.003278743,0.0001458342,0.0005776937,0.00008078857,0.9564309],"genre_scores_gemma":[0.06541514,0.0001283982,0.00007575237,0.0005419964,0.0001424913,0.00001354918,0.00001592348,0.00001309189,0.9336537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6600208,"threshold_uncertainty_score":0.9203897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301225752650415,"score_gpt":0.2063502657909455,"score_spread":0.176227690525904,"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."}}