{"id":"W4402517368","doi":"10.5539/jedp.v14n2p69","title":"Color-Blind Racial Attitudes and Multicultural Teaching Efficacy among Early Childhood Preservice Teachers: Implications for Teacher Education","year":2024,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Multiculturalism; Multicultural education; Early childhood teacher; Teacher education; Pedagogy; Mathematics education; Early childhood 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":[0.0003050093,0.0001315916,0.0001472611,0.0000632903,0.00042776,0.0001585115,0.0001466214,0.00007851364,0.0001658794],"category_scores_gemma":[0.0002388889,0.00006694997,0.00005040518,0.000171632,0.0001413999,0.0004193978,0.00004577371,0.0002049225,0.0000106994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005763853,"about_ca_system_score_gemma":0.0001572358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005447523,"about_ca_topic_score_gemma":0.00008185869,"domain_scores_codex":[0.9991212,0.00004065047,0.0003401212,0.0002433793,0.0001063936,0.0001481799],"domain_scores_gemma":[0.9989673,0.0005293908,0.0001443957,0.00002635523,0.0002392638,0.00009324755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441842,0.003208565,0.5694985,0.00005324243,0.00045155,5.113612e-7,0.02804699,0.000001776198,0.01803371,0.01491183,0.09725095,0.2683982],"study_design_scores_gemma":[0.0002776395,0.0001102348,0.9767796,0.00006568753,0.00002998571,0.00009198943,0.002488492,0.000001323409,0.000007556623,0.003336981,0.01668209,0.0001283624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669812,0.001422474,0.00000622345,0.02960555,0.000650638,0.0002796719,0.00001971996,0.00001112238,0.001023409],"genre_scores_gemma":[0.9924894,0.00006776228,0.00490963,0.0004550648,0.0009735585,0.00005159131,0.00008859963,0.000002292276,0.000962093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072811,"threshold_uncertainty_score":0.3290028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258731871573413,"score_gpt":0.3577110227178237,"score_spread":0.3151237040020896,"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."}}