{"id":"W2489380184","doi":"10.1017/cbo9781316145074.003","title":"Orchestral percussion in the twenty-first century","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Percussion; Content (measure theory); Art; Computer science; Visual arts; Acoustics; Mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006585719,0.000585725,0.0002582028,0.001085912,0.003304135,0.004120576,0.0008704225,0.001171835,0.02242693],"category_scores_gemma":[0.001109772,0.0001923701,0.0002157778,0.001047742,0.003890605,0.001619132,0.002983129,0.001639384,0.005471311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003142132,"about_ca_system_score_gemma":0.002310002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006112503,"about_ca_topic_score_gemma":0.02178792,"domain_scores_codex":[0.9994588,0.0001034321,0.00002700916,0.00007074811,0.0002628937,0.00007696175],"domain_scores_gemma":[0.9998152,0.00004330472,0.00001584298,0.00002095754,0.00004051153,0.00006423995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001067394,0.00007480217,0.0005830181,0.0008695432,0.00001579371,0.0004005854,0.02245182,0.0003173946,0.0009504724,0.5048757,0.1569414,0.3124126],"study_design_scores_gemma":[0.000004094539,0.00001850366,0.0006360799,0.0003175072,0.000001875196,0.0001552604,0.001392698,0.00003210647,0.000119336,0.006285609,0.9910309,0.000005953742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008781751,0.09358843,0.001848365,0.005562746,0.003412687,0.0000273906,0.00006694547,0.0001003409,0.8866113],"genre_scores_gemma":[0.08548437,0.06827451,0.001575292,0.001543612,0.00260536,0.00004966886,0.0001071161,0.00009582079,0.8402642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02242693,"threshold_uncertainty_score":0.07502556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330764187600481,"score_gpt":0.1912389301529389,"score_spread":0.157931288276934,"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."}}