{"id":"W4283119970","doi":"10.5539/jel.v11n4p138","title":"A Management Analysis of Art Education Situation for Middle School Students in China","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual arts education; China; Middle East; Higher education; Pedagogy; Mathematics education; Sociology; Political science; Psychology","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":[0.0006821088,0.0002139398,0.0002010118,0.003281442,0.002646598,0.001537359,0.0006131466,0.0004800299,0.003966247],"category_scores_gemma":[0.0007075162,0.0001828536,0.0003192106,0.002642245,0.0005654074,0.0009681078,0.001133181,0.0004187332,0.0002188779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005048088,"about_ca_system_score_gemma":0.005541746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1208988,"about_ca_topic_score_gemma":0.1603979,"domain_scores_codex":[0.9992803,0.00006842096,0.00006461677,0.00007483662,0.0001744022,0.0003375545],"domain_scores_gemma":[0.9993624,0.00003895688,0.00013981,0.00001402496,0.0001487947,0.0002959454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000520891,0.000251086,0.9515601,0.00007873362,0.00002513546,0.0008449994,0.01432526,0.0002919035,0.0007202394,0.001413999,0.001218932,0.02921746],"study_design_scores_gemma":[0.000003534754,0.00005900584,0.9641232,0.00003176552,0.00001586731,0.00009538525,0.03255608,0.000590357,0.0001540035,0.0001385558,0.002220391,0.00001169402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970341,0.0001052118,0.00004898662,0.0002785902,0.000003718411,0.00001801298,0.0000799499,0.000005927062,0.00242551],"genre_scores_gemma":[0.998409,0.0001205136,0.00005115413,0.00004057827,0.000004095928,0.000009665948,0.00008607897,0.000001204424,0.001277832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208988,"threshold_uncertainty_score":0.2403902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707654642557477,"score_gpt":0.3332891764937471,"score_spread":0.3162126300681724,"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."}}