{"id":"W2892910248","doi":"10.5539/ies.v11n10p91","title":"Aesthetic Education for Young Children in Taiwan: Importance and Purpose","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early childhood education; Psychology; Reading (process); Developmental psychology; Element (criminal law); Early childhood; Pedagogy; Childhood education; Young adult; Mathematics education","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":[0.0002094075,0.0001046851,0.00008955641,0.00006680793,0.0001335114,0.00002866004,0.0001300583,0.00003427504,0.0002438721],"category_scores_gemma":[0.0002180251,0.0001052675,0.00002372726,0.0001166387,0.0003222055,0.000314853,0.0000861318,0.00004981871,0.00006300213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006401078,"about_ca_system_score_gemma":0.00007255167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002621465,"about_ca_topic_score_gemma":0.0004816365,"domain_scores_codex":[0.9991611,0.00002102083,0.0002189667,0.0003051889,0.0001534652,0.0001402582],"domain_scores_gemma":[0.9996244,0.00001497294,0.00009048127,0.0001315903,0.00009328059,0.00004527656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001745436,0.0003595671,0.9153519,0.000006774577,0.000007364628,3.6957e-8,0.003036613,0.0000064688,0.00008291728,0.001038358,0.009445662,0.0706469],"study_design_scores_gemma":[0.0001777176,0.00005909222,0.9379095,0.00002276782,0.000009570354,0.00002033096,0.006642639,0.00003231709,0.0001053024,0.02262739,0.03224593,0.0001474136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869486,0.0006185127,0.00006709545,0.00687252,0.001521525,0.0004615545,0.000003850659,0.00001405708,0.003492282],"genre_scores_gemma":[0.9928961,0.0001299983,0.002279736,0.0008249481,0.0002160905,0.0004665889,0.0000385137,0.000009420306,0.003138582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07049948,"threshold_uncertainty_score":0.4292684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303462059551429,"score_gpt":0.3218906808010865,"score_spread":0.3088560602055722,"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."}}