{"id":"W337472349","doi":"","title":"Frederic W. Root's \"Systemizing Voice Culture\"","year":2009,"lang":"en","type":"article","venue":"Journal of Singing","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wonder; Root (linguistics); Singing; Musical; Visitor pattern; Psychology; Sociology; History; Visual arts; Pedagogy; Art; Linguistics; Management; Computer science; Philosophy; Social psychology","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":[0.002669669,0.0006808067,0.0002283621,0.001000141,0.005088006,0.005024855,0.0009380329,0.003613423,0.004105761],"category_scores_gemma":[0.00550777,0.0002766713,0.0001986829,0.0006889999,0.009037554,0.007245402,0.002961918,0.00680405,0.001428268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007229902,"about_ca_system_score_gemma":0.006586186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02987103,"about_ca_topic_score_gemma":0.05273158,"domain_scores_codex":[0.9971732,0.001018881,0.00009150425,0.0004845494,0.0009579358,0.0002738594],"domain_scores_gemma":[0.997897,0.0007283022,0.0001545473,0.0001131773,0.0007221788,0.0003847747],"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":[0.00001157838,0.00001961983,0.0005239295,0.0001285262,0.000003771547,0.0001032813,0.01469226,0.00006619825,0.0003165714,0.1226181,0.8096337,0.05188258],"study_design_scores_gemma":[0.000002781112,0.00001026531,0.0008166435,0.0001971656,0.000002613659,0.0001939894,0.006602479,0.00005071697,0.0002049363,0.01172021,0.980185,0.00001321707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006200474,0.04911586,0.005281847,0.7184433,0.01480488,0.00006095882,0.00006485241,0.0001592624,0.2058686],"genre_scores_gemma":[0.1955355,0.05079611,0.009744689,0.2093877,0.005334333,0.0002297547,0.00009374472,0.0002708565,0.5286072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02987103,"threshold_uncertainty_score":0.05939436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06888770995804218,"score_gpt":0.2365192391333483,"score_spread":0.1676315291753061,"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."}}