{"id":"W7037758918","doi":"","title":"The Effectiveness of Workforce Diversity Management Program in Municipal Government; A Case Study of the City of Mississauga Program","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Leech Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Diversity (politics); Workforce diversity; Immigration; Population; Work (physics); Human resource management; Cultural diversity","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":[0.004048551,0.0003187736,0.0003487216,0.001256161,0.02017102,0.004404473,0.002809963,0.002413314,0.002178218],"category_scores_gemma":[0.007320744,0.0004431845,0.0002835912,0.001793438,0.005047023,0.001315837,0.005785762,0.002439134,0.0002118753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02275132,"about_ca_system_score_gemma":0.01965732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2841766,"about_ca_topic_score_gemma":0.6060024,"domain_scores_codex":[0.9932238,0.004193295,0.000119258,0.0002614727,0.0004850217,0.001717257],"domain_scores_gemma":[0.9928498,0.002262373,0.0007991352,0.0002424396,0.000863464,0.002982767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001164989,0.001668477,0.06936653,0.0003705861,0.00004648756,0.02217135,0.849128,0.001047008,0.001733673,0.008267688,0.0063574,0.03972632],"study_design_scores_gemma":[0.000009128142,0.0003372636,0.03194539,0.0001177866,0.00001525378,0.0007175055,0.9481983,0.00047828,0.0002385148,0.0002168047,0.01770751,0.00001826425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927109,0.000158823,0.0001491585,0.001769703,0.00001458061,0.00006324392,0.00001453219,0.000006603139,0.005112465],"genre_scores_gemma":[0.9971883,0.0002034182,0.0003265223,0.0003365572,0.00000975631,0.00005338708,0.00001274719,0.000005588575,0.001863722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158234,"threshold_uncertainty_score":0.5650451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09276940070291623,"score_gpt":0.3690422997348817,"score_spread":0.2762728990319654,"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."}}