{"id":"W1991837767","doi":"10.1007/s12134-002-1013-8","title":"Ethnoracial political representation in Toronto: Patterns and problems","year":2002,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"University of Toronto","keywords":"Representation (politics); Politics; Identity (music); Democracy; Government (linguistics); Electoral politics; Political science; Public administration; Sociology; Identity politics; Political economy; Gender studies; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002049362,0.000204827,0.0002721309,0.0003994968,0.0001576135,0.0005281719,0.0002075192,0.0002370776,0.0006661163],"category_scores_gemma":[0.002672189,0.000198732,0.0001072053,0.0002117816,0.0001719498,0.002009558,0.00002354339,0.0004449349,0.000006254089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380987,"about_ca_system_score_gemma":0.0001451264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03332216,"about_ca_topic_score_gemma":0.2254556,"domain_scores_codex":[0.9967594,0.001029279,0.001066223,0.000261475,0.0005800644,0.0003035481],"domain_scores_gemma":[0.9973748,0.000770698,0.0005788597,0.0001035449,0.0009248092,0.0002473119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00011326,0.0003545585,0.1640672,0.00002059029,0.00005209215,0.00001135743,0.02083648,0.0001855126,0.005214315,0.7997757,0.001578813,0.007790205],"study_design_scores_gemma":[0.0039291,0.001213333,0.6533871,0.001756982,0.0001125865,0.0006683879,0.02593147,0.1770036,0.004887795,0.04846748,0.0815451,0.00109709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8678919,0.0003951777,0.05084855,0.04818676,0.0008566912,0.0004868711,0.00003723822,0.00005696657,0.03123983],"genre_scores_gemma":[0.993017,0.002032422,0.001496276,0.001014944,0.0007877075,0.000059043,0.00005909432,0.00001915533,0.001514342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7513081,"threshold_uncertainty_score":0.973115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786453959193948,"score_gpt":0.3875910871382846,"score_spread":0.3397265475463451,"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."}}