{"id":"W7161975189","doi":"10.82308/45784","title":"Higher Education, Higher Stakes: Education’s Role in Shaping Redistribution Preferences and Vote Choice in Canada","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redistribution (election); Perceived control; Limiting","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":[0.001206182,0.0002687915,0.0005041437,0.001240544,0.004355977,0.002612024,0.0007499344,0.0005981899,0.01063186],"category_scores_gemma":[0.004494996,0.0001848018,0.0008086794,0.002510258,0.001774103,0.0006344136,0.001405127,0.001220192,0.0003747108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02982943,"about_ca_system_score_gemma":0.05473276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933633,"about_ca_topic_score_gemma":0.997386,"domain_scores_codex":[0.9989088,0.0001430793,0.0000280418,0.0001158644,0.0002390555,0.000565191],"domain_scores_gemma":[0.9972163,0.0007010567,0.0003695432,0.0001333072,0.0008529995,0.0007267664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002849601,0.00008258607,0.9385221,0.0001183597,0.000162353,0.0001845718,0.009679893,0.0009101061,0.0006572256,0.01252806,0.005167828,0.03170193],"study_design_scores_gemma":[0.00002336036,0.00003496393,0.966227,0.0001336656,0.0001145336,0.00003471914,0.01316748,0.000902307,0.000416232,0.001135326,0.01777709,0.00003318239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706168,0.001231508,0.0005924262,0.005094694,0.00004465677,0.00003859049,0.001819984,0.00001758511,0.02054385],"genre_scores_gemma":[0.9876472,0.0003921813,0.0002250883,0.0002277604,0.000009444559,0.00001101045,0.0003627677,0.000009312971,0.01111524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02982943,"threshold_uncertainty_score":0.2164286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574163201061457,"score_gpt":0.3573452326611192,"score_spread":0.3116036006505046,"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."}}