{"id":"W4404458091","doi":"10.23977/aetp.2024.080621","title":"Empirical Research and Exploration on the Transformation of Students' Learning Methods in the \"Chorus and Conducting\" Course in Higher Vocational Colleges from the Perspective of \"Cultural Self-Confidence\"","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chorus; Vocational education; Perspective (graphical); Course (navigation); Transformation (genetics); Mathematics education; Empirical research; Sociology; Pedagogy; Psychology; Visual arts; Engineering; Epistemology; Art; Literature; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005112567,0.0001575671,0.0001507927,0.0008266655,0.0006563966,0.002486592,0.0005435243,0.0003146419,0.00119996],"category_scores_gemma":[0.01597444,0.0001241742,0.0002058945,0.0009716779,0.001624099,0.00111562,0.0009387718,0.0007353033,0.0001124312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017493,"about_ca_system_score_gemma":0.002190165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847529,"about_ca_topic_score_gemma":0.003787553,"domain_scores_codex":[0.9962757,0.001765841,0.0001619488,0.0003029304,0.001072273,0.0004212837],"domain_scores_gemma":[0.9827419,0.01158522,0.002746206,0.0006726974,0.001265353,0.0009886645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283533,0.001703016,0.6882083,0.000377598,0.00005918863,0.0003482636,0.1329575,0.0005331271,0.003310114,0.005315695,0.0003624394,0.1666964],"study_design_scores_gemma":[0.000009807217,0.0003389769,0.8029163,0.0002447144,0.00002727604,0.0003107424,0.1876737,0.0008601199,0.002017595,0.001414571,0.004162984,0.00002305128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975203,0.0001131137,0.0004285743,0.0001171526,0.000002737991,0.00001199723,0.000008296269,0.000001074751,0.001796727],"genre_scores_gemma":[0.9993305,0.0001278219,0.0002845864,0.00002289977,0.00000205929,0.000006977185,0.00001037336,8.969179e-7,0.0002139222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005112567,"threshold_uncertainty_score":0.02703822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453803791248556,"score_gpt":0.5273588194306215,"score_spread":0.3819784403057659,"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."}}