{"id":"W4389082769","doi":"10.1086/scj4803159","title":":<i>A History of Western Choral Music</i>","year":2017,"lang":"en","type":"article","venue":"Sixteenth Century Journal","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vanier College","funders":"","keywords":"Choir; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002599586,0.0001337495,0.0002861166,0.00009537226,0.0006688989,0.0001474843,0.0004975598,0.0000550898,0.01590842],"category_scores_gemma":[0.0000491825,0.0001037505,0.0002555133,0.000006894441,0.0006740968,0.0003950896,0.00009785891,0.0003366119,0.00008994987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027657,"about_ca_system_score_gemma":0.0001033126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009262896,"about_ca_topic_score_gemma":0.0004888866,"domain_scores_codex":[0.9989621,0.000058451,0.000333614,0.0001440396,0.0002388809,0.0002629081],"domain_scores_gemma":[0.9987618,0.00002512818,0.0005507417,0.0003608998,0.0001599903,0.0001413975],"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":[0.0003484311,0.001066656,0.02769268,0.0001117674,0.0009850053,0.0002688079,0.05132664,0.000008563518,0.0008608694,0.1239429,0.7305293,0.06285841],"study_design_scores_gemma":[0.0004849388,0.00008223625,0.008293348,0.00003462658,0.0001304962,0.00002021856,0.0004084465,0.00001122963,0.00002411466,0.0006915758,0.9896812,0.0001375987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6342951,0.002809058,0.00002784442,0.001680337,0.01491405,0.0001138179,0.00002767954,0.0000329529,0.3460991],"genre_scores_gemma":[0.9693251,0.0002120862,0.00002302171,0.0009077044,0.002352036,0.000001747868,0.000004092944,0.00001275719,0.02716151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350299,"threshold_uncertainty_score":0.9849912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760210046241145,"score_gpt":0.239777697157634,"score_spread":0.1821755966952226,"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."}}