{"id":"W4289538474","doi":"10.1007/978-3-030-59533-3_77-1","title":"Teaching Diverse Students: A Comparative Analysis of Perspectives from South Africa, Canada, and Hong Kong","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Context (archaeology); Pedagogy; Political science; Teacher education; Globalization; Situated; Public relations; Sociology; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002714478,0.0005166602,0.0007838943,0.002239359,0.0288713,0.009104237,0.001905693,0.001569038,0.004101364],"category_scores_gemma":[0.004917986,0.0003748286,0.0003930283,0.005483062,0.007713645,0.002262611,0.007426559,0.003256564,0.0003396301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02057684,"about_ca_system_score_gemma":0.03744229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5432751,"about_ca_topic_score_gemma":0.8136071,"domain_scores_codex":[0.9964206,0.001041423,0.00008142682,0.0001523812,0.0003982562,0.001905844],"domain_scores_gemma":[0.9915954,0.001961,0.0004572267,0.00009524063,0.001069822,0.00482133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005082325,0.00008125344,0.013363,0.00007833257,0.00000618214,0.000789439,0.9784955,0.0000138293,0.0002292778,0.0008472498,0.00089627,0.005148842],"study_design_scores_gemma":[0.000002469351,0.00002207904,0.009683008,0.00007621118,0.000003801234,0.00005610854,0.9869894,0.000004173143,0.00004028982,0.00002723199,0.003090905,0.00000416284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830588,0.001891172,0.00004734848,0.001723892,0.00007188233,0.00004466857,0.00005596856,0.000004661501,0.01310159],"genre_scores_gemma":[0.9882362,0.002826794,0.00007214082,0.0008976586,0.00001815507,0.00003765565,0.00005277654,0.00001223132,0.007846471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567249,"threshold_uncertainty_score":0.9188293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315686719676075,"score_gpt":0.3279583647192307,"score_spread":0.2948014975224699,"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."}}