{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072493,0.0000746252,0.0001092493,0.0001651498,0.001290869,0.00004266723,0.0003166893,0.00001455062,0.0007539657],"category_scores_gemma":[0.001571136,0.00005759226,0.00008914413,0.0003341297,0.0001910193,0.00007838151,0.00006457393,0.0001026655,0.00003318554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400093,"about_ca_system_score_gemma":0.0008905638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006591242,"about_ca_topic_score_gemma":0.0001877706,"domain_scores_codex":[0.9984519,0.0004161811,0.0002270042,0.0001520754,0.0006482097,0.00010466],"domain_scores_gemma":[0.9981827,0.0007511268,0.0002158037,0.0001240922,0.0006875268,0.00003877505],"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":[0.0001106546,0.000851118,0.01999897,0.00002066777,0.0005198014,1.47933e-7,0.02905938,0.0001012063,0.00008239326,0.1660119,0.3886765,0.3945672],"study_design_scores_gemma":[0.0001056835,0.00009719903,0.001771793,0.00001605711,0.00003211765,5.608428e-7,0.1522126,0.00001308138,0.0002106313,0.001380682,0.8440801,0.00007951374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7820839,0.001989949,0.000006315419,0.04653166,0.02212307,0.0003067492,0.000006379379,0.00003719059,0.1469148],"genre_scores_gemma":[0.9421301,0.0002516825,0.00002244037,0.0009098998,0.000673959,0.0004108278,0.0000180302,0.000005619186,0.05557737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4554035,"threshold_uncertainty_score":0.9928452,"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."}}