{"id":"W4249183353","doi":"10.1353/bio.2018.0053","title":"Editor's Note","year":2018,"lang":"en","type":"article","venue":"Biography","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; Audience measurement; Theme (computing); Musical; History; Politics; Lyrics; Media studies; Art history; Literature; Sociology; Art; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004027862,0.001876613,0.001721757,0.001614802,0.003132469,0.007703367,0.003843921,0.008574679,0.1224169],"category_scores_gemma":[0.03910471,0.000706407,0.001579932,0.0009438188,0.001562089,0.004479147,0.002705539,0.01175643,0.08893003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250904,"about_ca_system_score_gemma":0.006030558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762573,"about_ca_topic_score_gemma":0.004353981,"domain_scores_codex":[0.9951738,0.0004648425,0.0004423976,0.0009374754,0.002508428,0.0004732013],"domain_scores_gemma":[0.9747955,0.003445397,0.001101879,0.001067156,0.01640955,0.003180676],"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":[0.00000720925,0.000004482519,0.00001901423,0.00003476224,0.000001352224,0.00005350003,0.00001173302,0.000007083517,0.00002920983,0.0002541608,0.9950783,0.004499218],"study_design_scores_gemma":[0.000007685827,0.000007263815,0.00008453987,0.00008695509,0.000002537939,0.0000984884,0.00004337449,0.0000313893,0.00006444574,0.0002803903,0.999285,0.000007880662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001041678,0.001797704,0.0002672937,0.1121695,0.8694474,0.00007279545,0.0001830819,0.0002595316,0.01569857],"genre_scores_gemma":[0.003324902,0.004028228,0.001062362,0.2255777,0.5468293,0.0002290837,0.0003043875,0.0004117229,0.2182323],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1224169,"threshold_uncertainty_score":0.4095253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308560713295922,"score_gpt":0.2039637157622461,"score_spread":0.1908781086292869,"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."}}