{"id":"W4231659567","doi":"10.1002/da.22794","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Depression and Anxiety","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Audrey and Theodor Geisel School of Medicine at Dartmouth; Dell Medical School, University of Texas at Austin; Veterans Affairs San Diego Healthcare System; University of California, San Diego; School of Medicine, Emory University; Weill Cornell Medical College; McMaster University; School of Medicine, Stanford University; University of Illinois at Urbana-Champaign; Dalhousie University; University of Miami; School of Medicine, Duke University; Rijksuniversiteit Groningen; Brown University; Virginia Commonwealth University; University of Texas at Austin; Rush University; University of Louisville; University of Cincinnati; University of Washington; Johns Hopkins University; University of South Florida; McLean Hospital; Dartmouth College; Emory University; New York State Psychiatric Institute; Massachusetts General Hospital","keywords":"Citation; Depression (economics); Information retrieval; Diversity (politics); Psychology; World Wide Web; Computer science; Library science; Internet privacy; Political science; Law","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":[0.0001301316,0.000207902,0.0002239114,0.0001464447,0.00009635933,0.0000516172,0.0001491504,0.0005972542,0.03558112],"category_scores_gemma":[0.000007675168,0.0001782429,0.00004946727,0.0000818255,0.00004000294,0.0002066788,0.00005531344,0.0003438488,0.1456809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001555416,"about_ca_system_score_gemma":0.00004196227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000241342,"about_ca_topic_score_gemma":3.587802e-7,"domain_scores_codex":[0.9990532,0.00005035819,0.0002553772,0.0002916749,0.0001195908,0.0002298307],"domain_scores_gemma":[0.9993618,0.0000216101,0.0001862509,0.0003078674,0.00004156587,0.00008094221],"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":[0.0000288046,0.00002548003,0.00167936,0.00003778492,0.00002840433,1.265803e-7,0.001789446,2.999977e-7,0.00001613593,0.00002987281,0.8730879,0.1232764],"study_design_scores_gemma":[0.0004372321,0.00001537737,0.02366897,0.00006999592,0.00001077101,0.00001330309,0.0003983737,0.000002674082,0.00003169387,0.00001588438,0.9751145,0.0002212649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007405334,0.002768428,0.0001544919,0.0006694428,0.03431484,0.0002929063,0.00003856533,0.00004078401,0.9543152],"genre_scores_gemma":[0.02453865,0.002323876,0.000165429,0.002949037,0.0007864201,0.0000729017,0.001766446,0.00002349464,0.9673737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1230551,"threshold_uncertainty_score":0.9653005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412867745965896,"score_gpt":0.3212234739111044,"score_spread":0.3070947964514454,"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."}}