{"id":"W2093145220","doi":"10.5539/ies.v3n1p92","title":"Professional Piano Education in Chinese Piano Music Culture","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piano; Piano pedagogy; Music education; Pedagogy; Teaching method; Mathematics education; Psychology; Sociology; Art; Art history","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":[0.0002007358,0.0001552218,0.0002011938,0.0002842889,0.0001142068,0.00001815163,0.0001294993,0.00009600219,0.0006513124],"category_scores_gemma":[0.0006883791,0.0001179423,0.00005103406,0.0002618251,0.00007148036,0.0002250674,0.00004110367,0.0004435947,0.0001577852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148834,"about_ca_system_score_gemma":0.001931033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080005,"about_ca_topic_score_gemma":0.000461115,"domain_scores_codex":[0.9988469,0.000021554,0.000361795,0.0002536567,0.0003390022,0.000177026],"domain_scores_gemma":[0.9982272,0.00005277696,0.0001381138,0.0001870826,0.00128328,0.0001115658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000188867,0.001784982,0.670696,0.0002799506,0.00008026214,0.000001827769,0.006774297,0.00000189327,0.003150349,0.004483507,0.2230085,0.08954963],"study_design_scores_gemma":[0.0005293977,0.00003979311,0.5394099,0.0002789409,0.00001195545,0.00004584778,0.001981518,0.00004254752,0.00009110983,0.001318322,0.4561228,0.0001277879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199547,0.001147663,0.000005134404,0.01231625,0.0418388,0.0003631071,0.000007573408,0.00003387193,0.0243329],"genre_scores_gemma":[0.9448766,0.0003282025,0.001798866,0.009857116,0.004736404,0.0002866371,0.0001764546,0.00001449876,0.03792523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2331144,"threshold_uncertainty_score":0.7131414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129081227648717,"score_gpt":0.4536705571512888,"score_spread":0.4223797448748017,"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."}}