{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006202178,0.0000370345,0.0001068914,0.0006552942,0.00007048246,0.00006335036,0.0001738395,0.000007461441,0.00002517008],"category_scores_gemma":[0.00009524427,0.00003649372,0.00004971255,0.0006288062,0.000004709625,0.0003056425,0.00005364359,0.0001098487,8.426877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006421639,"about_ca_system_score_gemma":0.0001498526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005701717,"about_ca_topic_score_gemma":0.000002149747,"domain_scores_codex":[0.9993193,0.00007083359,0.0002463388,0.00007840203,0.0002292107,0.00005591946],"domain_scores_gemma":[0.999495,0.0000427101,0.0002793012,0.0000583693,0.0000772191,0.00004736794],"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":[0.0000643419,0.003395101,0.3335691,0.0001028309,0.0003936413,0.000001260709,0.02104941,0.0109649,0.000228147,0.009199349,0.002342962,0.6186889],"study_design_scores_gemma":[0.0004272747,0.0004296437,0.9547357,0.00007011418,0.0001365754,0.00000802977,0.01156727,0.009233488,0.0000232524,0.001162042,0.02211681,0.00008978569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867015,0.000137543,0.01107068,0.0005138906,0.0004682899,0.0001062688,1.976432e-7,0.000002927439,0.0009986706],"genre_scores_gemma":[0.9946495,0.00001738056,0.003310122,0.0001085522,0.00003298368,0.00001965278,0.000005639405,0.000002027909,0.001854195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6211666,"threshold_uncertainty_score":0.1488171,"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."}}