{"id":"W2128196531","doi":"","title":"Research on Application of Multimedia Technology to Piano Teaching in Universities and Colleges","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piano; Field (mathematics); Multimedia; Mathematics education; Computer science; Psychology; Management","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":[0.001764255,0.0002091755,0.0001933202,0.00290976,0.002528521,0.004473312,0.0008048249,0.0008691255,0.00755159],"category_scores_gemma":[0.008627,0.0001366521,0.0002982583,0.004305361,0.00143546,0.003145752,0.00158812,0.0006999472,0.0006752242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003088312,"about_ca_system_score_gemma":0.005322175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006357191,"about_ca_topic_score_gemma":0.01000826,"domain_scores_codex":[0.9981189,0.0008533695,0.00006384257,0.0001802304,0.0004595348,0.0003240487],"domain_scores_gemma":[0.9952701,0.002376115,0.0003946614,0.0002106299,0.0009064745,0.0008420659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000150268,0.0008228939,0.05482475,0.00122158,0.00002698464,0.0009564754,0.07680777,0.0005610076,0.004700936,0.1129379,0.005337282,0.7416521],"study_design_scores_gemma":[0.00004125517,0.0008717348,0.2876113,0.003139249,0.0001631106,0.001794801,0.3342189,0.00448224,0.0139669,0.03510978,0.3184648,0.000135981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710526,0.01652975,0.005664614,0.007547761,0.0003007451,0.0001999505,0.00006536573,0.00006350175,0.2985756],"genre_scores_gemma":[0.9770784,0.009081291,0.002394602,0.0003738827,0.0001182715,0.000039264,0.0000229472,0.00001080549,0.01088055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00755159,"threshold_uncertainty_score":0.02526253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3066461198385825,"score_gpt":0.4317123390311092,"score_spread":0.1250662191925268,"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."}}