{"id":"W3157801148","doi":"","title":"The management of ethnic diversity and democratic governance in Ottawa and Vancouver","year":2009,"lang":"en","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Ethnic group; Corporate governance; Political science; Democracy; Democratic governance; Geography; Public administration; Management; Economics; Politics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001504682,0.0001364718,0.0001758098,0.0001590968,0.001871744,0.0001811586,0.0003296566,0.00004596379,0.0002004699],"category_scores_gemma":[0.0000904949,0.000107469,0.00002687127,0.0001870825,0.001177861,0.0001311643,0.0003576323,0.0002021827,7.338209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517924,"about_ca_system_score_gemma":0.0008680109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4513602,"about_ca_topic_score_gemma":0.9999138,"domain_scores_codex":[0.997623,0.00006813445,0.0002111105,0.0003608078,0.001419004,0.0003179055],"domain_scores_gemma":[0.9991046,0.0001401305,0.0001384979,0.0001801876,0.0003563508,0.00008018479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008609378,0.00001951999,0.00005785173,0.0001320473,0.00004957953,0.000006217837,0.0001667466,0.00001198026,8.319849e-7,0.3304162,0.6678161,0.001314318],"study_design_scores_gemma":[0.0002877276,0.00002026093,0.003098305,0.0001689649,0.000008672745,1.820832e-7,0.0002969035,0.000174987,0.000004442614,0.006608142,0.9892142,0.0001172077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007354891,0.004158288,0.00001498134,0.007623435,0.004967522,0.002450709,0.001604798,0.00002051535,0.9718049],"genre_scores_gemma":[0.109339,0.0004804272,0.00005683256,0.00003987093,0.0001217696,0.00003238896,0.00003080318,0.00002641258,0.8898724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5485536,"threshold_uncertainty_score":0.9994277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05260404301671585,"score_gpt":0.2967279245311121,"score_spread":0.2441238815143963,"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."}}