{"id":"W2786179190","doi":"","title":"A Study on Development of Multicultural Character Education Model for Preservice Early Childhood Teachers","year":2013,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Character (mathematics); Early childhood; Multiculturalism; Character education; Psychology; Early childhood education; Early childhood teacher; Pedagogy; Multicultural education; Mathematics education; Sociology; Developmental psychology; Mathematics; Geometry","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":[0.002562091,0.0001501236,0.0001560901,0.0004100773,0.003266544,0.002112811,0.000771987,0.0004554385,0.003367379],"category_scores_gemma":[0.005100302,0.000190807,0.0001707085,0.0004308629,0.0008696002,0.001833083,0.00147151,0.001356393,0.0002079989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003847431,"about_ca_system_score_gemma":0.00816638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946501,"about_ca_topic_score_gemma":0.03971377,"domain_scores_codex":[0.998607,0.0007265369,0.00004816584,0.0001311167,0.0001934729,0.0002937726],"domain_scores_gemma":[0.9966047,0.001254576,0.0002626552,0.0002217805,0.0007725353,0.0008837097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003600128,0.006337622,0.3146295,0.0002209656,0.00001701419,0.00187614,0.5105475,0.0005694951,0.003483009,0.02871724,0.002589283,0.1306523],"study_design_scores_gemma":[0.00005396401,0.001158985,0.1697876,0.0002891375,0.00004808377,0.0004684771,0.788272,0.001167155,0.004090922,0.002214262,0.0324217,0.00002767852],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894897,0.0000600003,0.0004186817,0.0002679798,0.000008882114,0.00005926503,0.000009031251,0.000003365244,0.009683113],"genre_scores_gemma":[0.9945681,0.0001010834,0.0008271002,0.00005824458,0.000001108424,0.00003624029,0.00001295422,0.000002627862,0.004392642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946501,"threshold_uncertainty_score":0.03870338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981635516075861,"score_gpt":0.2711451390566944,"score_spread":0.2513287838959358,"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."}}