{"id":"W2789804221","doi":"10.1093/oxfordhb/9780190219505.013.9","title":"Community Music in Higher Education","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Music education; Rigour; Hospitality; Sociology; Pedagogy; Empathy; Aesthetics; Social science; Psychology; Political science; Epistemology; Social psychology; Tourism; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001185947,0.0002691494,0.0002708681,0.0003523597,0.000530551,0.0001450156,0.0006448716,0.0002100567,0.005691081],"category_scores_gemma":[0.000004343814,0.0003127336,0.0001054125,0.000008918064,0.0005787163,0.000208553,0.0002794716,0.0006505768,0.00002864892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571142,"about_ca_system_score_gemma":0.0007079765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318117,"about_ca_topic_score_gemma":0.002525011,"domain_scores_codex":[0.9989668,0.0001883316,0.0001777137,0.0002515287,0.0001985333,0.0002170929],"domain_scores_gemma":[0.9987723,0.00007043604,0.0002167302,0.0006085483,0.0002421613,0.00008985303],"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":[0.00001468427,0.00007104134,0.000001321208,0.00005387096,0.00002637269,0.000003218749,0.01568657,1.022913e-7,1.630554e-7,0.5900013,0.3935978,0.0005435721],"study_design_scores_gemma":[0.0002730358,0.00004120504,0.0000309516,0.0002137255,0.00007832744,5.431156e-7,0.002568764,5.963869e-7,0.000001714618,0.004147167,0.9923194,0.0003245665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008665871,0.00002417396,4.243929e-7,0.00004852535,0.003548443,0.0003264999,0.00008458472,0.0001036695,0.9949971],"genre_scores_gemma":[0.001411995,0.000009761917,0.00002346395,0.0003942767,0.001293728,0.000002881737,0.000203999,0.00003499021,0.9966249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5987217,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263194984840863,"score_gpt":0.2285286205084215,"score_spread":0.1022091220243353,"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."}}