{"id":"W321063372","doi":"","title":"Visible minority candidates and MPs: an update based on the 2008 federal election","year":2011,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Federal election; Political science; Public administration; Business; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02088829,0.000788861,0.002370405,0.02379906,0.002475743,0.004549436,0.003783625,0.002603063,0.005135395],"category_scores_gemma":[0.05258114,0.000829624,0.001601804,0.02507642,0.00133623,0.001955276,0.001952814,0.002710156,0.001492871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02948515,"about_ca_system_score_gemma":0.1095829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8070057,"about_ca_topic_score_gemma":0.9437284,"domain_scores_codex":[0.9855515,0.001337113,0.002257362,0.0005922445,0.008696704,0.001565],"domain_scores_gemma":[0.8978204,0.01635081,0.007655297,0.001551274,0.07206084,0.004561371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001878982,0.00004591288,0.005457161,0.01178834,0.0001570202,0.0001037835,0.0006518287,0.00007971773,0.0001773681,0.001250325,0.7728558,0.2072449],"study_design_scores_gemma":[0.00004418387,0.00002830328,0.0345089,0.006556768,0.0002963417,0.00006390377,0.00040571,0.00002756003,0.0001577786,0.0001458764,0.9577307,0.0000338712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009216393,0.7796977,0.0006971739,0.08420249,0.03047506,0.0009202879,0.03818605,0.0002343846,0.05637052],"genre_scores_gemma":[0.08042386,0.7592329,0.003695011,0.04981977,0.01406241,0.001445449,0.03690492,0.0002700238,0.05414563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1929943,"threshold_uncertainty_score":0.3882617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06182029655751054,"score_gpt":0.3133898062023981,"score_spread":0.2515695096448876,"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."}}