{"id":"W2239391604","doi":"","title":"Engaging Communities and Cultures in Ethnomusicology: An Introduction","year":2014,"lang":"en","type":"article","venue":"MUSICultures","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Ethnomusicology; Art; Anthropology; History; Sociology; Literature; Musical","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002995279,0.0001612227,0.000218538,0.00007030984,0.0006460457,0.0004160978,0.0001449632,0.00006114724,0.001000228],"category_scores_gemma":[0.00007931396,0.0001102618,0.00002863488,0.00003537834,0.0006019647,0.0002958478,0.0001333074,0.0002705326,0.00002050414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002485058,"about_ca_system_score_gemma":0.000002998324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009878,"about_ca_topic_score_gemma":0.01506792,"domain_scores_codex":[0.999078,0.0002373076,0.0001557663,0.000197416,0.0001057264,0.0002257632],"domain_scores_gemma":[0.999594,0.00009054863,0.00005204253,0.0001468142,0.00007287344,0.00004372048],"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":[0.0000217386,0.0001402355,0.001551465,0.00002091578,0.00002477002,0.000002211128,0.1818097,0.00003409017,0.0003796074,0.7647719,0.0452118,0.006031629],"study_design_scores_gemma":[0.0003096428,0.0001387195,0.01161884,0.00000798984,0.000015285,0.000002156501,0.06987737,0.00004296586,0.00003184557,0.003694706,0.9140738,0.000186725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415579,0.0001505833,0.0000027139,0.004434756,0.0007231082,0.0001378073,0.000007870867,0.0001373023,0.05284792],"genre_scores_gemma":[0.9943721,0.00001402628,0.00008500576,0.002610647,0.001749226,0.00003100973,0.00003034107,0.000008529994,0.001099077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.868862,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08288996219679073,"score_gpt":0.2506213153677355,"score_spread":0.1677313531709448,"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."}}