{"id":"W4396525465","doi":"10.1017/epi.2024.15","title":"EPI volume 20 issue 4 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 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); Physics; Geology; Oceanography; Thermodynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000753741,0.0009263592,0.0007316968,0.00204773,0.001195662,0.005701659,0.0008765624,0.002264484,0.890523],"category_scores_gemma":[0.002699146,0.0003805585,0.0006042087,0.001286859,0.0005323135,0.002098139,0.00172114,0.001646888,0.8220203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009296905,"about_ca_system_score_gemma":0.001424379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546944,"about_ca_topic_score_gemma":0.002759321,"domain_scores_codex":[0.9995265,0.0000463563,0.00002068229,0.0000795494,0.0002570613,0.00006980674],"domain_scores_gemma":[0.9983625,0.0002177324,0.00005957015,0.0002070372,0.0006517887,0.0005013139],"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":[0.00002900731,0.00002244116,0.00008556438,0.0001275289,0.000002865524,0.00003934571,0.00001327752,0.00001914008,0.0003709238,0.001233501,0.9515995,0.04645693],"study_design_scores_gemma":[0.000004424905,0.000009854123,0.0003058479,0.00007262875,0.0000018255,0.00005087722,0.00001678927,0.00002129739,0.0001351412,0.0004000973,0.998979,0.00000237199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006298329,0.002567853,0.0006679239,0.006035709,0.02093566,0.0001384947,0.004206714,0.001760359,0.9630575],"genre_scores_gemma":[0.001542598,0.001250267,0.0002691326,0.001794838,0.003005486,0.0000341501,0.001535649,0.0004773947,0.9900905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.109477,"threshold_uncertainty_score":0.1561556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100901319104427,"score_gpt":0.2069416875794188,"score_spread":0.1759326743883745,"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."}}