{"id":"W3014190883","doi":"10.29173/psur145","title":"Universe of Support: Suburban Voters in Canadian Federal Elections","year":2020,"lang":"en","type":"article","venue":"Political Science Undergraduate Review","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Federal election; Political science; Politics; Position (finance); Public administration; Political economy; Sociology; Law; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007559285,0.00006986521,0.0002120922,0.0003735193,0.0007158975,0.0001253838,0.0003855098,0.00003722097,0.0005039195],"category_scores_gemma":[0.001047706,0.00008565292,0.00008086931,0.002099528,0.00217346,0.0003246059,0.00003122038,0.0001442881,0.0001267214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886236,"about_ca_system_score_gemma":0.01108521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857411,"about_ca_topic_score_gemma":0.9965312,"domain_scores_codex":[0.9979106,0.0001161836,0.0002401817,0.0002431564,0.000408145,0.001081794],"domain_scores_gemma":[0.9975345,0.00003983864,0.00004436739,0.0001107401,0.00009476127,0.002175817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.941283e-7,0.00001098505,0.0008672066,0.0001340435,0.000001781759,0.0000170519,0.000530927,5.616832e-7,0.00001289204,0.9894738,0.007355871,0.001594287],"study_design_scores_gemma":[0.00009573399,0.00004088475,0.002268682,0.0002583859,0.00002015682,0.000002726647,0.0005112826,0.00002781366,0.00000638543,0.008390219,0.988193,0.0001847246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002635585,0.003053349,0.00003993026,0.5233986,0.0003110361,0.0006013818,0.00004381784,0.00005126652,0.4698651],"genre_scores_gemma":[0.9879915,0.004931955,0.00004101662,0.00624354,0.00005101383,0.00000345186,0.000002067524,0.00000466937,0.0007308226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9853559,"threshold_uncertainty_score":0.994521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836297470089716,"score_gpt":0.291204335896584,"score_spread":0.2628413611956869,"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."}}