{"id":"W1662051607","doi":"10.24124/c677/2010152","title":"Electoral Bias in Quebec Since 1936","year":2010,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Gerrymandering; Redistribution (election); Political science; Political economy; Electoral geography; Phenomenon; Politics; Liberal Party; Electoral system; Electoral politics; Economics; Law; Democracy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00235937,0.00008674833,0.0002053218,0.0006728976,0.001011061,0.000489786,0.0007259168,0.00008630838,0.002008142],"category_scores_gemma":[0.004253765,0.0001033391,0.00006700932,0.001937752,0.004087096,0.0004711454,0.00002018603,0.0003587706,0.0005866994],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005960088,"about_ca_system_score_gemma":0.03648338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996789,"about_ca_topic_score_gemma":0.9999956,"domain_scores_codex":[0.996826,0.00009633157,0.0002292378,0.000314766,0.0004561296,0.002077559],"domain_scores_gemma":[0.9953199,0.00007306998,0.00003224325,0.0002697895,0.0001165093,0.004188482],"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":[9.942352e-8,0.000005842036,0.001473815,0.00004869866,3.965789e-7,0.0000270877,0.0001453521,1.227891e-8,0.00002386233,0.9800653,0.006481337,0.01172823],"study_design_scores_gemma":[0.00002764676,0.000004141422,0.01495454,0.0002023182,0.000004864051,0.000003205776,0.00005467911,0.000001614937,0.000002664179,0.001453682,0.9831438,0.0001468417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05489654,0.01869871,0.000002989782,0.2033197,0.002607804,0.00119375,0.00008194376,0.00009700838,0.7191015],"genre_scores_gemma":[0.9789397,0.001130081,0.00006813537,0.01243718,0.0003073834,0.00001914411,0.000002343741,0.00000886917,0.007087162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9786116,"threshold_uncertainty_score":0.9989042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507565265431976,"score_gpt":0.3181670817863579,"score_spread":0.2830914291320382,"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."}}