{"id":"W4399294982","doi":"10.1017/gov.2024.11","title":"Political Dynasties in Canada","year":2024,"lang":"en","type":"article","venue":"Government and Opposition","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Political science; Political economy; Economic history; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078925,0.0001931159,0.0004577006,0.004259472,0.005978833,0.002868766,0.0009334823,0.0003725844,0.005163401],"category_scores_gemma":[0.004828931,0.0002539713,0.0003073179,0.01229636,0.001279686,0.0005131261,0.001849586,0.001063135,0.0003581637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04861992,"about_ca_system_score_gemma":0.06450408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960062,"about_ca_topic_score_gemma":0.9982696,"domain_scores_codex":[0.9976725,0.0001526993,0.00007948783,0.0002498193,0.0006397864,0.001205754],"domain_scores_gemma":[0.9947929,0.0004564857,0.001123626,0.0001726214,0.00212976,0.001324582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009165773,0.00003693706,0.9295512,0.0001050984,0.00006652679,0.0002215055,0.02454063,0.0003678537,0.0003234341,0.005905282,0.01315878,0.0256311],"study_design_scores_gemma":[0.000004063226,0.00000774528,0.9523911,0.00006251439,0.00001379032,0.00005176016,0.01318829,0.00030858,0.0001123266,0.0001687127,0.03366968,0.00002122766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644142,0.001256508,0.0001499267,0.001501934,0.0000383665,0.00003933713,0.01264434,0.00003022429,0.01992522],"genre_scores_gemma":[0.9922494,0.0005728506,0.00009470536,0.000103766,0.000008585968,0.00001805969,0.003037917,0.000009823032,0.003904815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04861992,"threshold_uncertainty_score":0.3527638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338827350086151,"score_gpt":0.2690331001536226,"score_spread":0.2556448266527611,"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."}}