{"id":"W4281395874","doi":"10.4018/978-1-6684-3657-8.ch005","title":"Dimensions in EDI Policy Development","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in human resources management and organizational development book series","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Realm; Multiculturalism; Multidisciplinary approach; Sociology; Performative utterance; Diversity (politics); Function (biology); Intersectionality; Engineering ethics; Epistemology; Political science; Social science; Engineering; Pedagogy; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121536,0.0005827875,0.0004972926,0.002876827,0.006866278,0.02046335,0.001747448,0.004444426,0.007938805],"category_scores_gemma":[0.01153257,0.0005679287,0.0006198643,0.005954644,0.01503248,0.01533041,0.009457381,0.008743157,0.0009557965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02294208,"about_ca_system_score_gemma":0.01998071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003914961,"about_ca_topic_score_gemma":0.005583433,"domain_scores_codex":[0.9890026,0.005560105,0.0005428382,0.0007729884,0.002735161,0.00138647],"domain_scores_gemma":[0.9898908,0.007136578,0.000735344,0.000312475,0.001229198,0.0006954632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003437151,0.00002363034,0.0002269083,0.0001451693,0.000002250131,0.00004833959,0.002741688,0.0002518799,0.00002555283,0.97666,0.00484928,0.01502189],"study_design_scores_gemma":[0.000006940506,0.00001723063,0.001060163,0.002371056,0.000004320927,0.0001526013,0.01881013,0.0003987253,0.0001971103,0.399688,0.5772666,0.00002711897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01207644,0.06170645,0.0133409,0.1876165,0.002384369,0.0001744025,0.0001029236,0.00006172658,0.7225363],"genre_scores_gemma":[0.675651,0.1381667,0.02889977,0.0356793,0.002186001,0.001015867,0.0003589222,0.0001766504,0.1178658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02294208,"threshold_uncertainty_score":0.1664572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225647941532879,"score_gpt":0.2687707447393576,"score_spread":0.2565142653240288,"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."}}