{"id":"W4230842966","doi":"10.29173/inton69","title":"Editorial Preface","year":2021,"lang":"en","type":"article","venue":"Intonations","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"The arts; Discipline; Dialogic; Mandate; Style (visual arts); Drama; Sociology; Excellence; Identity (music); Creativity; Visual arts; Media studies; Art; Pedagogy; Aesthetics; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006114122,0.002052995,0.001612703,0.005478799,0.004259838,0.01090882,0.002504617,0.004913562,0.2554526],"category_scores_gemma":[0.04697608,0.0007784865,0.001279102,0.002098205,0.001735066,0.004654456,0.002789206,0.007785861,0.2149143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415936,"about_ca_system_score_gemma":0.005654857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419938,"about_ca_topic_score_gemma":0.002150797,"domain_scores_codex":[0.9928545,0.0009902256,0.0008401339,0.001140265,0.003655281,0.0005195992],"domain_scores_gemma":[0.9513435,0.009206787,0.002753815,0.003110344,0.0267383,0.006847343],"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":[0.00002081599,0.000007643417,0.00004249225,0.0001330514,0.000002586919,0.00005639776,0.0000318921,0.00001630246,0.0000634851,0.0005032127,0.9879935,0.01112861],"study_design_scores_gemma":[0.00001030865,0.00001467923,0.0001292979,0.0002059297,0.000003905686,0.0001137709,0.0000515718,0.00002952152,0.00007723828,0.0007404497,0.9986145,0.000008829747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001861705,0.003945181,0.0008714332,0.03420808,0.9116362,0.0001842398,0.001269343,0.0007426006,0.0469567],"genre_scores_gemma":[0.00341455,0.00705193,0.00157552,0.02939997,0.7474256,0.0002815382,0.002534169,0.001226678,0.2070901],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2554526,"threshold_uncertainty_score":0.8545741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09974845090496696,"score_gpt":0.2489373492345785,"score_spread":0.1491888983296115,"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."}}