{"id":"W4402988575","doi":"10.23977/aetp.2024.080524","title":"Current Situation of Piano Education Network Teaching Based on Computer Information System","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piano; Computer science; Current (fluid); Mathematics education; Multimedia; Human–computer interaction; Psychology; Art; Engineering; Art history; Electrical engineering","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":[0.0007954573,0.0001765218,0.0001835541,0.0005666583,0.001023009,0.001653473,0.0006264807,0.0007041621,0.007464945],"category_scores_gemma":[0.001294871,0.0001319983,0.000125482,0.0008860353,0.0004731044,0.001932314,0.0008133244,0.0005457267,0.001505192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352214,"about_ca_system_score_gemma":0.002657119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661516,"about_ca_topic_score_gemma":0.002399374,"domain_scores_codex":[0.999044,0.0002447348,0.00004693207,0.0001847713,0.0002901811,0.0001893485],"domain_scores_gemma":[0.998672,0.0004049886,0.0001198982,0.00008313586,0.0002500615,0.0004700499],"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":[0.0003903807,0.0006858183,0.06194972,0.0008658863,0.00002124659,0.0009873933,0.002457079,0.002946463,0.01081537,0.02122032,0.01621694,0.8814434],"study_design_scores_gemma":[0.0002124179,0.001691864,0.2319899,0.001087605,0.0001238839,0.004342289,0.02888036,0.05410533,0.03260141,0.02911849,0.615626,0.0002203901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8229315,0.01521465,0.0364579,0.02376871,0.0003789782,0.0001838894,0.0003021098,0.001144508,0.09961776],"genre_scores_gemma":[0.9744465,0.007070208,0.005849497,0.0006744327,0.0001882128,0.00006374311,0.000164281,0.00004614993,0.01149704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007464945,"threshold_uncertainty_score":0.02497274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221084801845933,"score_gpt":0.3592318748171189,"score_spread":0.3470210267986596,"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."}}