{"id":"W2981168798","doi":"","title":"Implementing Multicultural Education for Young Children in South Korea: Early Childhood Teachers` Needs","year":2015,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Early childhood education; Early childhood; Multicultural education; Curriculum; Context (archaeology); Pedagogy; Psychology; Childhood education; Developmental psychology; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00102302,0.0003052472,0.0002441654,0.0006447211,0.000305962,0.0005829328,0.0009911014,0.0001336733,0.00001731226],"category_scores_gemma":[0.0006455033,0.0002995625,0.0001262178,0.0009917635,0.00004307474,0.001548132,0.0001832354,0.0003843863,0.0001150106],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365541,"about_ca_system_score_gemma":0.006060458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328902,"about_ca_topic_score_gemma":0.0001849713,"domain_scores_codex":[0.9971678,0.0001678986,0.0005250901,0.0006271194,0.0005969325,0.0009151307],"domain_scores_gemma":[0.9980159,0.0001009888,0.0002529731,0.0006190538,0.0005191795,0.0004918756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000007415938,0.001677821,0.2902805,0.000006597977,0.00005312763,1.503875e-7,0.5779822,0.00001412533,0.00006678748,0.00975296,0.005644013,0.1145143],"study_design_scores_gemma":[0.0008747568,0.0001899736,0.982864,0.0000532861,0.00001403393,0.000018343,0.01081647,0.00002956672,0.0001585666,0.003708725,0.000917182,0.0003550621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901198,0.0005706432,0.001761025,0.002573426,0.001406819,0.001513607,0.00001764148,0.0001218575,0.001915192],"genre_scores_gemma":[0.9812681,0.000008170404,0.01478623,0.0003943109,0.001488491,0.0005533934,0.0003668264,0.00003448008,0.001099988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6925835,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562016042809305,"score_gpt":0.315715392968259,"score_spread":0.2900952325401659,"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."}}