{"id":"W7432896","doi":"10.57709/1062138","title":"A Historical and Social Perspective of Korean Art Education","year":2022,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Perspective (graphical); Sociology; History; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000758857,0.00003712061,0.0000600706,0.00009007973,0.0003389254,0.00001195457,0.00003654847,0.000007050289,0.001251675],"category_scores_gemma":[0.00001508454,0.00003881567,0.00002062182,0.00003407233,0.00002682948,0.00003399012,0.00003931274,0.00005977954,0.00000965742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164563,"about_ca_system_score_gemma":0.000241458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009901069,"about_ca_topic_score_gemma":0.00001921737,"domain_scores_codex":[0.9996271,0.00001866992,0.00009629775,0.00007815044,0.0001246543,0.00005512794],"domain_scores_gemma":[0.9997797,0.00001971528,0.00005882793,0.00003300903,0.0000890657,0.00001969007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005506593,0.0001694483,0.001580728,0.00001053303,0.000002865723,1.112188e-7,0.1593989,1.801324e-7,5.622618e-7,0.4721934,0.3654876,0.001150243],"study_design_scores_gemma":[0.00006171283,0.00002769129,0.001009355,1.776667e-7,0.00001210378,8.958361e-7,0.04727856,0.000001345333,7.560781e-7,0.005791069,0.9457614,0.00005495457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.278843,0.00232261,0.00003948396,0.02104704,0.005249418,0.0003322809,0.00003622954,0.000083709,0.6920463],"genre_scores_gemma":[0.933846,0.00002252334,0.0001221751,0.0003616289,0.001051418,0.00003397544,0.00001273716,0.000006749962,0.06454279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6550031,"threshold_uncertainty_score":0.9996613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363499182014281,"score_gpt":0.2479295745476958,"score_spread":0.224294582727553,"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."}}