{"id":"W4377964760","doi":"10.1007/978-3-030-22767-8_1295","title":"Diversity, Equity, and Inclusivity (DEI)","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Equity (law); Diversity (politics); Political science; Sociology; Anthropology; Law","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":[0.0005126193,0.0005045218,0.0003649359,0.0009139377,0.002295456,0.004444251,0.0006069115,0.001429395,0.02890428],"category_scores_gemma":[0.0009180544,0.0002087624,0.0001836616,0.001837579,0.004373308,0.00327614,0.001789914,0.003040939,0.00512483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131657,"about_ca_system_score_gemma":0.002192852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006234513,"about_ca_topic_score_gemma":0.01655579,"domain_scores_codex":[0.9997743,0.00007830578,0.000006489998,0.00003509149,0.00007708927,0.00002874284],"domain_scores_gemma":[0.999788,0.0001244719,0.0000124246,0.00001760387,0.0000352185,0.00002243963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005132084,0.00002097913,0.0000898261,0.00006867975,0.000001712473,0.00002839775,0.002153469,0.00007091883,0.00006784388,0.8104433,0.1415826,0.04546724],"study_design_scores_gemma":[0.000002326876,0.000005977317,0.0003771058,0.0002861266,0.000002328372,0.00009763621,0.001315852,0.00007881752,0.00007864243,0.2075155,0.7902339,0.000005935158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000927737,0.05418626,0.001546241,0.007280614,0.001716855,0.00002255961,0.00007009465,0.00002644871,0.9342234],"genre_scores_gemma":[0.04994992,0.04692112,0.002295874,0.003687022,0.001782022,0.0001524731,0.0001173511,0.0000849342,0.8950094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02890428,"threshold_uncertainty_score":0.09669447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3028060972206397,"score_gpt":0.3500073767232235,"score_spread":0.04720127950258379,"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."}}