{"id":"W4416867849","doi":"10.1080/2005615x.2025.2592782","title":"Educative leadership in multicultural contexts: refining policies, practices and theory building","year":2025,"lang":"en","type":"article","venue":"Multicultural Education Review","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Refining (metallurgy); Multicultural education; Cultural competence; Qualitative research","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":[0.03807547,0.0007520997,0.001168641,0.008531382,0.004231224,0.008996841,0.0027161,0.002055914,0.001136542],"category_scores_gemma":[0.0327596,0.0004664404,0.0007312688,0.006655507,0.01649387,0.01023248,0.006644832,0.005039553,0.0002788537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242819,"about_ca_system_score_gemma":0.03789359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248083,"about_ca_topic_score_gemma":0.02044577,"domain_scores_codex":[0.976906,0.01711853,0.0009898099,0.001353636,0.002934224,0.0006978582],"domain_scores_gemma":[0.9584203,0.03063535,0.002148034,0.002031996,0.005546593,0.001217742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002147598,0.0003131277,0.005275031,0.008980079,0.00009719496,0.000340928,0.09257104,0.001367972,0.0003216924,0.4370682,0.003499958,0.4501433],"study_design_scores_gemma":[0.00005452406,0.0002192453,0.01137878,0.09398507,0.0002411333,0.0006714888,0.1844586,0.00300547,0.001926968,0.3050115,0.3989367,0.0001104757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07818682,0.6104195,0.07158198,0.1266379,0.001965069,0.0007381384,0.0000745503,0.0001666117,0.1102294],"genre_scores_gemma":[0.6782713,0.2309452,0.08042979,0.007186999,0.0003246029,0.000776779,0.00008030394,0.00005669362,0.001928248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03807547,"threshold_uncertainty_score":0.2013647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3177833537918129,"score_gpt":0.5037937145385589,"score_spread":0.186010360746746,"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."}}