{"id":"W2156064024","doi":"10.5539/ass.v4n2p45","title":"Choosing to Teach Music: Reflections of Elementary Music Teachers in Vancouver and Hong Kong","year":2008,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Face (sociological concept); Music education; Psychology; Mathematics education; Pedagogy; School teachers; Sociology; Visual arts; Social science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217464,0.00007167067,0.00009913824,0.0002195536,0.001009732,0.00006218218,0.0001515878,0.00001787066,0.0006161264],"category_scores_gemma":[0.00002931396,0.00007154068,0.00002273026,0.0003145763,0.000933026,0.0004952577,0.00005932502,0.00009403118,0.00001052835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498011,"about_ca_system_score_gemma":0.0001472712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240852,"about_ca_topic_score_gemma":0.01343074,"domain_scores_codex":[0.9991264,0.00002552788,0.0001566789,0.0002159372,0.0002611662,0.0002142433],"domain_scores_gemma":[0.9997094,0.00001387875,0.00005902888,0.0000814142,0.00006729136,0.00006895987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002976939,0.0000928556,0.002817461,0.000004504299,0.000005124791,0.000003050729,0.9028577,4.154973e-7,0.001196319,0.03724709,0.03588281,0.01988969],"study_design_scores_gemma":[0.0004412236,0.00007831935,0.1608951,0.00004794601,0.00001622166,0.000002759786,0.5199563,0.000003501795,0.0003929228,0.00170193,0.3161158,0.0003480181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5329179,0.000004514143,0.000007231133,0.0003336503,0.0007084173,0.0001004798,0.000002836207,0.0000161133,0.4659089],"genre_scores_gemma":[0.9966902,0.000001048676,0.0003229252,0.0005918569,0.0003664297,0.000007641094,7.868648e-7,0.000005377956,0.00201379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638951,"threshold_uncertainty_score":0.7766142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06871523450564979,"score_gpt":0.2938436179554198,"score_spread":0.22512838344977,"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."}}