{"id":"W7038552679","doi":"","title":"How Canadian School Leaders Perceive Their Capacity To Foster Culturally Responsive School Practices To Influence Student Outcomes","year":2022,"lang":"en","type":"article","venue":"DUNE - DigitalUNE  (University of New England)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Racism; Cultural diversity; Qualitative research; Perception; Ethnic group; Population; Semi-structured interview; Educational leadership","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724859,0.0002039987,0.0002783014,0.0004248311,0.0005460713,0.0001836507,0.0007741429,0.00005110764,0.0008690992],"category_scores_gemma":[0.0004267339,0.0001978988,0.0001062122,0.0004780839,0.0001051704,0.001363954,0.0001326872,0.000320494,0.000164754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162528,"about_ca_system_score_gemma":0.0003739918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3813107,"about_ca_topic_score_gemma":0.1371736,"domain_scores_codex":[0.9984562,0.0001398849,0.0001222026,0.0004124884,0.0004634043,0.0004057794],"domain_scores_gemma":[0.998321,0.0001265989,0.000170467,0.0003194528,0.0001552079,0.0009072792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006376191,0.00006712459,0.7143394,0.00003013729,0.0002288703,0.0002315179,0.06607691,0.00219785,0.0003997749,0.00003257024,0.1968786,0.01887964],"study_design_scores_gemma":[0.0007107069,0.0004663028,0.529045,0.00002448498,0.00002407485,0.00002556419,0.1204863,0.0001210973,0.00005834551,0.00009937316,0.3486071,0.0003317299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420927,0.00003423316,0.00005944827,0.05188088,0.0001524927,0.0004169827,0.00044154,0.00008489218,0.004836872],"genre_scores_gemma":[0.9817131,0.000008948059,0.001152446,0.007726795,0.00003355037,5.207723e-7,0.0000619489,0.00000551791,0.009297162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441371,"threshold_uncertainty_score":0.9516026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350127272042452,"score_gpt":0.231377811364114,"score_spread":0.1978765386436895,"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."}}