{"id":"W4401553313","doi":"10.1007/s10767-024-09482-5","title":"Politicization by the Rule, Politicization in Substance: How People Intersect Procedure, Class, Territory, and Race in Borough Councils in Montreal","year":2024,"lang":"en","type":"article","venue":"International Journal of Politics Culture and Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council","keywords":"Borough; Politics; Sociology; Democracy; Race (biology); Political science; Public administration; Criminology; 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":[0.0005005129,0.00008039154,0.0001353803,0.0001643711,0.0001258788,0.0005483816,0.0001551353,0.0001199906,0.00001106719],"category_scores_gemma":[0.0001224811,0.00007341868,0.00005999642,0.0001895458,0.000256685,0.0005063803,0.000011348,0.0003123465,5.184421e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713607,"about_ca_system_score_gemma":0.0005586673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09664799,"about_ca_topic_score_gemma":0.6058404,"domain_scores_codex":[0.9988941,0.00008354065,0.0002597056,0.0001217424,0.0004230373,0.0002178853],"domain_scores_gemma":[0.999507,0.0000880418,0.00008602683,0.00003494182,0.0001972476,0.0000867966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001911049,0.0001187473,0.03108069,0.0001031868,0.00008973428,0.00006895583,0.6538498,0.00003285928,0.0001859361,0.2330894,0.08061282,0.0007487797],"study_design_scores_gemma":[0.001741864,0.00007877193,0.1702562,0.000948793,0.000058048,0.0001246323,0.15785,0.001615787,0.00003478075,0.02948247,0.6373999,0.000408686],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956146,0.008610127,0.0001568619,0.02729833,0.001119243,0.0002137669,0.0001364096,0.00001324744,0.00630603],"genre_scores_gemma":[0.9915937,0.003994809,0.00002212136,0.0007167002,0.0004967964,0.00000355158,0.0000121139,0.000006838819,0.003153424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5567871,"threshold_uncertainty_score":0.9093675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006661354643254707,"score_gpt":0.2477266170214746,"score_spread":0.2410652623782199,"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."}}