{"id":"W4377294633","doi":"10.23977/aetp.2023.070317","title":"Research on Learning Strategies in Piano Classroom Teaching in Universities","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piano; Mathematics education; Promotion (chess); Research Object; Teaching method; Teaching and learning center; Diversity (politics); Pedagogy; Computer science; Psychology; Sociology; Political science; Art","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":[0.00335796,0.0002996829,0.0004525703,0.00382601,0.001224065,0.004780734,0.0009485979,0.0005937862,0.00259928],"category_scores_gemma":[0.01394354,0.000154192,0.000353756,0.003630528,0.001332043,0.004139862,0.001068699,0.0006520303,0.0003269353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354763,"about_ca_system_score_gemma":0.004847841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480358,"about_ca_topic_score_gemma":0.00444718,"domain_scores_codex":[0.9972034,0.001364912,0.0002178925,0.0003124606,0.0006510405,0.0002503019],"domain_scores_gemma":[0.9874972,0.008712891,0.001616624,0.0002683333,0.001378329,0.000526534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001157544,0.0008236248,0.04682726,0.004169553,0.00009952275,0.0004193298,0.0895125,0.0004397821,0.00275698,0.03138545,0.001227299,0.8222229],"study_design_scores_gemma":[0.00009339255,0.0009829263,0.2744991,0.01049221,0.0004723413,0.001519687,0.5013071,0.001853984,0.01376506,0.03351111,0.1613315,0.0001715927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860593,0.04625991,0.007351243,0.002388012,0.000143154,0.0002048217,0.00005069418,0.00004380113,0.08296535],"genre_scores_gemma":[0.9765617,0.01689774,0.003348885,0.0002330305,0.00002555869,0.0001005651,0.00002869807,0.00001081377,0.002793008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004780734,"threshold_uncertainty_score":0.01775879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07637438698448655,"score_gpt":0.4136083979445751,"score_spread":0.3372340109600885,"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."}}