{"id":"W2977099328","doi":"","title":"A Perfect Storm for Leading Equity and Inclusion: Policy Complexities, Varied Learning Needs, and Cultures That Don't Support Them.","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Storm; Inclusion (mineral); Equity (law); Psychology; Business; Public relations; Sociology; Political science; Social psychology; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02509793,0.0004003734,0.0007164157,0.001272221,0.02105485,0.0239135,0.002029555,0.01234729,0.01162289],"category_scores_gemma":[0.0458728,0.0004147298,0.0005634564,0.001282255,0.04110873,0.02633279,0.02327357,0.01637419,0.001709924],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01478105,"about_ca_system_score_gemma":0.05857902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06452003,"about_ca_topic_score_gemma":0.1129178,"domain_scores_codex":[0.980996,0.008114559,0.0004372429,0.001073103,0.004204608,0.005174447],"domain_scores_gemma":[0.9736565,0.009576027,0.001404388,0.001513027,0.003562553,0.01028748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005811191,0.0000728528,0.002078726,0.0001271494,0.00002145996,0.0001607261,0.01511594,0.000272241,0.0002497505,0.8380032,0.09649049,0.04734936],"study_design_scores_gemma":[0.00005040224,0.00004449882,0.002224247,0.0007877205,0.00002338291,0.000103852,0.03787379,0.0003788615,0.0004295336,0.7023559,0.255666,0.00006190883],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01176086,0.003233341,0.002354949,0.9268406,0.001780355,0.00002359242,0.00004607697,0.00005222788,0.05390791],"genre_scores_gemma":[0.782912,0.003471372,0.004626931,0.1848028,0.00162977,0.0001102424,0.00006049654,0.0001827822,0.02220368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9852189,"threshold_uncertainty_score":0.1327321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507772572376438,"score_gpt":0.404081442663905,"score_spread":0.3290037169401406,"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."}}