{"id":"W4366998833","doi":"10.22230/ijepl.2023v19n1a1303","title":"How Universities Gaslight EDI&amp;I Initiatives: Mapping Institutional Resistance to Structural Change","year":2023,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Political science; Humanities; Equity (law); Inclusion (mineral); Resistance (ecology); Sociology; Social science; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01955203,0.0004002467,0.0006292807,0.003630458,0.01414959,0.01986345,0.002588617,0.003121582,0.005267759],"category_scores_gemma":[0.04273878,0.0004322529,0.0004058327,0.006148188,0.02794756,0.01338411,0.01771114,0.003533147,0.0004939474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01725092,"about_ca_system_score_gemma":0.01152693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531704,"about_ca_topic_score_gemma":0.01585557,"domain_scores_codex":[0.9781859,0.01385299,0.000612472,0.001310457,0.002228673,0.003809667],"domain_scores_gemma":[0.9750988,0.01375983,0.004790743,0.002146549,0.001920988,0.002283142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000110621,0.00009180747,0.03427377,0.0002060009,0.00002584466,0.000364001,0.8654425,0.00036106,0.0008428638,0.06710342,0.001332057,0.02984623],"study_design_scores_gemma":[0.000008017601,0.00006618674,0.01419449,0.0001903187,0.00001522362,0.00006698857,0.9539758,0.000362209,0.0005036163,0.01046521,0.02011765,0.00003427905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960334,0.0006170083,0.002723638,0.008283121,0.00005011854,0.00006677271,0.00004077268,0.00005460015,0.02782989],"genre_scores_gemma":[0.9983475,0.0001478046,0.0003539567,0.0002689242,0.000006598229,0.00002777942,0.000009215508,0.00001340686,0.0008247225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858504,"threshold_uncertainty_score":0.1251647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4466436046010985,"score_gpt":0.4067634045494319,"score_spread":0.03988020005166654,"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."}}