{"id":"W2057315286","doi":"10.1177/0042085910377442","title":"The Multicultural Teaching Competency Scale: Development and Initial Validation","year":2010,"lang":"en","type":"article","venue":"Urban Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multiculturalism; Exploratory factor analysis; Confirmatory factor analysis; Psychology; Multicultural education; Scale (ratio); Cultural competence; Internal consistency; Consistency (knowledge bases); Social psychology; Mathematics education; Pedagogy; Psychometrics; Structural equation modeling; Developmental psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006134447,0.00005963554,0.00004368024,0.00002718494,0.001518553,0.0001639178,0.00009776855,0.00004318497,0.00004018389],"category_scores_gemma":[0.0003016599,0.00004396025,0.00001271798,0.00006261876,0.0002025487,0.000166208,0.00001202733,0.0002140968,0.00003062983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005488979,"about_ca_system_score_gemma":0.0004632607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004135033,"about_ca_topic_score_gemma":0.002632407,"domain_scores_codex":[0.9993338,0.00013898,0.0001196581,0.0001130854,0.000151503,0.0001429858],"domain_scores_gemma":[0.9995733,0.0001335246,0.00006040265,0.00007590473,0.00008962664,0.000067168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001806499,0.00008949584,0.03133904,0.000003204711,0.000006386229,1.492937e-8,0.7603883,3.824281e-8,0.000202411,0.02954254,0.004404085,0.1740227],"study_design_scores_gemma":[0.0000620607,0.000003665274,0.151053,0.000007237423,0.000006781269,6.083865e-7,0.362848,0.000001629977,0.0002977785,0.0001868421,0.4854404,0.00009191761],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453227,0.0001340362,0.00001192431,0.0362877,0.002354263,0.0001758911,2.335294e-7,0.00003699207,0.01567627],"genre_scores_gemma":[0.993775,0.000008397767,0.002032497,0.0001528808,0.0008794799,0.00004215844,0.0000100269,0.000003945575,0.003095594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4810363,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05923803173970715,"score_gpt":0.3821021756338698,"score_spread":0.3228641438941627,"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."}}