{"id":"W7133016610","doi":"","title":"The Social Electorate: Explaining Politics Through Lifestyle in Canada","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Relevance (law); Argument (complex analysis); Context (archaeology); Voting; Power (physics); Voting behavior; Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000550608,0.0002564266,0.0004889256,0.001612103,0.005404449,0.002449959,0.001279081,0.0004922851,0.005869344],"category_scores_gemma":[0.002332087,0.000179936,0.0005246551,0.00425534,0.00117848,0.0005763659,0.001294298,0.0008888448,0.0005306822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04884752,"about_ca_system_score_gemma":0.06241952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977558,"about_ca_topic_score_gemma":0.9986713,"domain_scores_codex":[0.9994753,0.00005129899,0.00001418494,0.00007052321,0.0001398388,0.0002488805],"domain_scores_gemma":[0.9986144,0.0002190377,0.000158327,0.00005354911,0.0004667398,0.0004878584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114216,0.0001400193,0.9298418,0.0000761603,0.00007609286,0.0003494365,0.009579268,0.002559116,0.0002815684,0.01369235,0.009497889,0.033792],"study_design_scores_gemma":[0.0000220377,0.00003453201,0.9433684,0.0001124452,0.00005591916,0.00005791749,0.02010303,0.0101364,0.0001875056,0.001494457,0.02438526,0.00004207203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776409,0.0004593238,0.0005407653,0.002216894,0.00002434483,0.00006344362,0.003434803,0.00003099666,0.01558848],"genre_scores_gemma":[0.991051,0.0003997642,0.0004751029,0.0001060119,0.000006784064,0.0000201885,0.001287605,0.00001162102,0.006642113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04884752,"threshold_uncertainty_score":0.3544152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0432314800675105,"score_gpt":0.4126023738070269,"score_spread":0.3693708937395164,"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."}}