{"id":"W3174960400","doi":"10.1177/17411432211022770","title":"Race and educational leadership: The influence of research methods and critical theorising in understanding representation, roles and ethnic disparities","year":2021,"lang":"en","type":"article","venue":"Educational Management Administration & Leadership","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical race theory; Intersectionality; Sociology; Ethnic group; Educational leadership; Race (biology); Instructional leadership; Educational research; Critical theory; Pedagogy; Representation (politics); Field (mathematics); Gender studies; Political science; Politics","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":[0.1245361,0.0005715591,0.001507922,0.006963707,0.0099931,0.02583755,0.002710164,0.003741732,0.004300746],"category_scores_gemma":[0.2029837,0.0005759326,0.0007741282,0.005962716,0.03262288,0.02093802,0.01325873,0.005412154,0.000398485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01060897,"about_ca_system_score_gemma":0.01562695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003758948,"about_ca_topic_score_gemma":0.007922977,"domain_scores_codex":[0.8612922,0.1215622,0.003298216,0.003503848,0.008220214,0.002123319],"domain_scores_gemma":[0.4408872,0.5356725,0.009133284,0.005652659,0.00591543,0.002738863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008433852,0.0001124552,0.0125448,0.003295955,0.00009079726,0.0005133567,0.4384306,0.0002381157,0.0002653739,0.3290529,0.02954456,0.1858268],"study_design_scores_gemma":[0.00002314806,0.00016042,0.008420286,0.0218632,0.00009572088,0.0006916206,0.4631957,0.0008801455,0.0005222899,0.2499743,0.2540727,0.0001005026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1186101,0.2284027,0.04216863,0.4830629,0.03012687,0.0007569197,0.0001916344,0.00009779676,0.09658241],"genre_scores_gemma":[0.7862799,0.1277171,0.02855901,0.03053943,0.01525642,0.002113442,0.0001042051,0.0003324638,0.009097988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1245361,"threshold_uncertainty_score":0.6586176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.40939894866442,"score_gpt":0.5664198840242736,"score_spread":0.1570209353598536,"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."}}