{"id":"W7115818470","doi":"","title":"A Critical Exploration of DEI Leadership Practices","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Welfare; Government (linguistics); Service provider; Racism; Social Welfare; Perspective (graphical)","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":[0.03243781,0.0007133322,0.0004808499,0.003283283,0.02736656,0.01467894,0.002543292,0.002590436,0.004224318],"category_scores_gemma":[0.0280167,0.0005120863,0.0004331242,0.002640679,0.0520827,0.01241086,0.01231706,0.01041441,0.0005330581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960417,"about_ca_system_score_gemma":0.01705765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006834078,"about_ca_topic_score_gemma":0.01090695,"domain_scores_codex":[0.9555488,0.03541244,0.0006239475,0.001774202,0.003237134,0.003403448],"domain_scores_gemma":[0.9713147,0.01866059,0.001966576,0.001412413,0.003920764,0.00272495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009953686,0.00003435114,0.0007719581,0.00005745025,0.000002574648,0.0004073834,0.7574609,0.00003592879,0.0002469064,0.2313895,0.003241899,0.006341207],"study_design_scores_gemma":[0.000004695254,0.00002574435,0.000552689,0.0002144813,0.000001812337,0.0001853282,0.8746585,0.0001637101,0.0002861908,0.02117867,0.1027164,0.00001186057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.343305,0.004863895,0.02882747,0.145413,0.002189606,0.0005920091,0.00009142842,0.0001497535,0.4745679],"genre_scores_gemma":[0.9780336,0.001141589,0.002510628,0.003413088,0.0001705148,0.0002160539,0.00002193065,0.00006879933,0.01442369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03243781,"threshold_uncertainty_score":0.1715496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349076538120714,"score_gpt":0.3679912471694776,"score_spread":0.2330835933574062,"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."}}