{"id":"W4206101812","doi":"10.5539/ies.v15n1p87","title":"The Effect of Piano Education on Visual Memory","year":2022,"lang":"en","type":"article","venue":"International Education Studies","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piano; Psychology; Test (biology); Visual memory; Analysis of variance; Nonprobability sampling; Mathematics education; Research design; Experimental research; Cognition; Mathematics; Statistics","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":[0.0004265981,0.0003073988,0.000255021,0.0003300108,0.0003245002,0.000513405,0.0003228342,0.0003556132,0.005242471],"category_scores_gemma":[0.003273314,0.00007616455,0.0002784196,0.0001521034,0.0003306605,0.00037022,0.0004686289,0.000399196,0.0002960161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087841,"about_ca_system_score_gemma":0.000492876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040617,"about_ca_topic_score_gemma":0.001596037,"domain_scores_codex":[0.9996734,0.00008107839,0.00002199667,0.000055709,0.0000830635,0.00008470824],"domain_scores_gemma":[0.9979098,0.00113198,0.0002913349,0.0001121629,0.0001798392,0.0003747971],"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":[0.01023727,0.01933211,0.1662037,0.001833483,0.0002439263,0.0009612513,0.00440567,0.0003558189,0.03584016,0.0007302782,0.001117896,0.7587385],"study_design_scores_gemma":[0.0003138878,0.0275822,0.9403266,0.0003678417,0.0004493921,0.0007996685,0.00374748,0.0003062779,0.01907772,0.0009275397,0.006060089,0.00004130807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949358,0.001219576,0.0001773955,0.0001088153,0.00002570212,0.00002405463,0.00002214767,0.00001313745,0.003473385],"genre_scores_gemma":[0.9974878,0.0005204822,0.0003608081,0.00004162067,0.00001834691,0.00001253288,0.00002021955,0.000002071803,0.001536219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005242471,"threshold_uncertainty_score":0.01753777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095435511474987,"score_gpt":0.4688639164975711,"score_spread":0.4379095613828213,"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."}}