{"id":"W2140307657","doi":"10.5539/ies.v3n4p86","title":"The Rise of African Drumming among Adult Music Learners in Hong Kong","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitus; Musical; Ethnic group; Cultural capital; Music education; Sociology; Population; Psychology; Gender studies; Social science; Pedagogy; Anthropology; Demography; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251133,0.0000629459,0.00009091257,0.0001086195,0.0002849411,0.00004953095,0.0003257617,0.00003588751,0.00008249971],"category_scores_gemma":[0.002852762,0.0000545386,0.00003518474,0.0001473015,0.0006170556,0.0001956566,0.00005682093,0.0001475495,0.00002419863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022238,"about_ca_system_score_gemma":0.0003545759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191585,"about_ca_topic_score_gemma":0.02005586,"domain_scores_codex":[0.9991754,0.00006065582,0.0002593885,0.0001316754,0.0002365401,0.000136301],"domain_scores_gemma":[0.9985628,0.0004769148,0.0001923805,0.00008958375,0.0006485402,0.00002976157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005685811,0.0000606396,0.7950817,0.000003354506,0.00008303434,2.145466e-7,0.1132079,0.000005738537,0.00005125018,0.04597421,0.005469623,0.04005666],"study_design_scores_gemma":[0.000136583,0.000003379725,0.3792516,0.00003826891,0.000005851149,2.490615e-7,0.5245145,0.00002006338,0.00008526607,0.006294954,0.08953765,0.0001116172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376581,0.0001480817,0.000002506834,0.007590606,0.006897066,0.0001095243,9.738163e-7,0.00001569868,0.0475775],"genre_scores_gemma":[0.9933366,0.0002625126,0.0004543594,0.00007927245,0.0002725216,0.00006528973,0.000001282656,0.000005376315,0.005522802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158301,"threshold_uncertainty_score":0.9978256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426842221226727,"score_gpt":0.3730121319679618,"score_spread":0.3387437097556946,"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."}}