{"id":"W4321439368","doi":"10.1017/s109285292200116x","title":"CNS volume 28 issue 1 Cover and Front matter","year":2023,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; School of Medicine, University of South Carolina; State University of New York Upstate Medical University; University of California, San Francisco; Weill Cornell Medical College; School of Medicine, Stanford University; School of Medicine; School of Medicine, New York University; National Institutes of Health; Università di Pisa; Rheinische Friedrich-Wilhelms-Universität Bonn; University of Cape Town; Universidade de São Paulo; Università degli Studi di Firenze; Tel Aviv University; Semmelweis Egyetem; Northwell Health; Keio University; University of Bern; Yale University; University of Toronto; University of New South Wales; Rush University; Syracuse University; University of Pittsburgh; Johns Hopkins University; University of Washington; University of South Carolina; State University of New York; University of Minnesota; Aristotle University of Thessaloniki; U.S. Department of State; Cleveland Clinic; Università degli Studi di Milano; University of Pennsylvania; Northwestern University; York University; University of Miami; King's College London","keywords":"Front cover; Cover (algebra); Front (military); Volume (thermodynamics); Action (physics); Content (measure theory); Computer science; Physics; Engineering; Mathematics; Mechanical engineering; Meteorology","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":[0.0002570854,0.0001292366,0.000299374,0.0001849421,0.0001548591,0.0001235986,0.0001532223,0.00005440131,0.1185924],"category_scores_gemma":[0.00002167613,0.0001463461,0.00007268593,0.0001426506,0.0001187043,0.0002309812,0.0001708062,0.00007579317,0.6907277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006268235,"about_ca_system_score_gemma":0.000005845489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433457,"about_ca_topic_score_gemma":0.000006375751,"domain_scores_codex":[0.9988652,0.000003765578,0.0002831434,0.0004658691,0.00002315409,0.0003588317],"domain_scores_gemma":[0.9995214,0.00001759015,0.00009963175,0.0002769423,0.000007008226,0.00007736745],"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":[0.000003560018,0.00001227507,0.06314336,0.00001042236,0.00004207271,0.000004773186,0.0005256924,0.00001981241,0.000003057987,0.008171979,0.9279435,0.0001195427],"study_design_scores_gemma":[0.0002478007,0.00001577376,0.07761494,0.00000443009,0.000004444079,0.000002121322,0.0003026413,0.001129699,0.00001192209,0.00377584,0.9166952,0.0001951273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1020049,0.0007839346,0.00009797353,0.003684313,0.00331789,0.0001598834,0.0004645474,0.0001098652,0.8893766],"genre_scores_gemma":[0.1415545,0.0003293935,0.00007868098,0.0006528536,0.0002234547,0.0000126488,0.00001431767,0.0000192002,0.857115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5721353,"threshold_uncertainty_score":0.8822134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376521261996196,"score_gpt":0.1982437304173408,"score_spread":0.1744785177973788,"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."}}