{"id":"W2498760789","doi":"10.1017/cbo9781316145074.004","title":"Marimba revolution","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073053,0.0003949152,0.0002546772,0.0009215556,0.003222008,0.00295227,0.0003927237,0.0008986232,0.05687669],"category_scores_gemma":[0.0006640555,0.0002329063,0.0002962462,0.001008908,0.00139508,0.001275584,0.002149666,0.001916027,0.01089071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005863651,"about_ca_system_score_gemma":0.002252192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04320439,"about_ca_topic_score_gemma":0.1063391,"domain_scores_codex":[0.999798,0.00002638087,0.000004176943,0.00003419435,0.00005375091,0.0000835685],"domain_scores_gemma":[0.9999483,0.000007496957,0.000006519155,0.000012762,0.00001109657,0.00001382541],"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":[0.0001035127,0.00002307811,0.0004639839,0.0004704943,0.00001315251,0.0005429288,0.005015742,0.0001101289,0.001790082,0.5353438,0.3239296,0.1321933],"study_design_scores_gemma":[0.000002279168,0.000002309547,0.0007837323,0.0001084932,0.000001808262,0.00005259913,0.0001983761,0.00001198982,0.00008865094,0.001517724,0.9972296,0.000002334407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005341586,0.01632569,0.0002784613,0.00627681,0.0006992351,0.00003337242,0.0002721112,0.0001127244,0.97066],"genre_scores_gemma":[0.06595947,0.009041836,0.0006130846,0.001573714,0.0002155031,0.0000848663,0.0001787313,0.000147353,0.9221855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05687669,"threshold_uncertainty_score":0.1902715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865992177689846,"score_gpt":0.164245724790318,"score_spread":0.1355858030134195,"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."}}