{"id":"W1508361793","doi":"10.1108/02610151111135778","title":"Implementing diversity strategies","year":2011,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Diversity (politics); Selection (genetic algorithm); Agency (philosophy); Process (computing); Process management; Computer science; Business; Political science; Sociology; Artificial intelligence; Social science","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":[0.01109237,0.0006286393,0.0003414452,0.002031553,0.006938139,0.006825167,0.002098708,0.002083375,0.021828],"category_scores_gemma":[0.01631359,0.0002935001,0.0005620447,0.001153906,0.004182768,0.005872603,0.01364056,0.002252256,0.002251589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004957068,"about_ca_system_score_gemma":0.01029207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003240411,"about_ca_topic_score_gemma":0.004610845,"domain_scores_codex":[0.9891789,0.006212895,0.0003233185,0.0008763959,0.001682371,0.00172613],"domain_scores_gemma":[0.9906487,0.003647911,0.0008249993,0.001210686,0.001786647,0.001881116],"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":[0.00008605661,0.00116832,0.01389885,0.0004360836,0.00005649341,0.0007507133,0.05796075,0.001986193,0.002146886,0.4561198,0.01693149,0.4484584],"study_design_scores_gemma":[0.0001207268,0.0005833327,0.01134486,0.001342873,0.00006863844,0.000613003,0.1217111,0.005345991,0.004472625,0.3466959,0.5076299,0.00007115961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1877234,0.0009064473,0.110613,0.02039121,0.000366849,0.001336122,0.0000665478,0.0003085523,0.6782878],"genre_scores_gemma":[0.912277,0.0004302726,0.04341642,0.002437107,0.00006468716,0.0005890706,0.00006460978,0.00006007648,0.0406607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.021828,"threshold_uncertainty_score":0.07302195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2410620449213731,"score_gpt":0.367590999380594,"score_spread":0.1265289544592209,"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."}}