{"id":"W4213286629","doi":"10.4018/978-1-7998-7649-6","title":"Evolving Multicultural Education for Global Classrooms","year":2021,"lang":"en","type":"book","venue":"Advances in educational technologies and instructional design book series","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Multiculturalism; Multicultural education; Mathematics education; Pedagogy; Sociology; Political science; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001820596,0.0003411371,0.0003475146,0.0001440289,0.0006802882,0.0002018686,0.0003292538,0.0005471185,0.0002039891],"category_scores_gemma":[0.00171941,0.000333936,0.0001096306,0.0002638423,0.001144435,0.002162506,0.00007659262,0.0002856108,0.000006286823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549016,"about_ca_system_score_gemma":0.004077261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008601081,"about_ca_topic_score_gemma":0.0009074985,"domain_scores_codex":[0.9981103,0.00007039431,0.0004504358,0.0006067859,0.000379602,0.0003824988],"domain_scores_gemma":[0.9980845,0.000297869,0.0002988392,0.0001942102,0.001039288,0.00008529292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002631852,0.00008474819,0.00008790992,0.0000987631,0.00002479402,3.908654e-7,0.001188391,0.00003063968,0.000005505466,0.9028639,0.0396937,0.05589499],"study_design_scores_gemma":[0.0001505574,0.0000300237,0.0004032242,0.0002304574,0.00002201304,0.00003186835,0.01929988,0.00000580673,0.000009523672,0.1894237,0.7900661,0.0003268344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006018415,0.3045148,0.0003877574,0.05039068,0.01828684,0.004157532,0.0003646208,0.0008413137,0.6204546],"genre_scores_gemma":[0.001846098,0.1106482,0.1264215,0.0006509303,0.001353633,0.00140079,0.0009200239,0.00003702173,0.7567217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7503724,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855615419998798,"score_gpt":0.3237900118081471,"score_spread":0.3052338576081592,"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."}}