{"id":"W2171041395","doi":"10.24124/c677/20151208","title":"Gender and Sexual Diversity in Provincial Election Campaigns","year":2015,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Lesbian; Quarter (Canadian coin); Legislature; Diversity (politics); Political science; Demographic economics; Gender studies; Gender diversity; Sociology; Geography; Business; Economics; Corporate governance; Law","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":[0.0020309,0.00005711699,0.000106667,0.0001308305,0.0005618003,0.00006328466,0.0001791352,0.00004375175,0.00003255392],"category_scores_gemma":[0.001239089,0.00005292677,0.00001397689,0.0005843821,0.0007303285,0.0002331908,0.00006726168,0.0000864486,0.00002094429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532078,"about_ca_system_score_gemma":0.005919387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6947425,"about_ca_topic_score_gemma":0.5471126,"domain_scores_codex":[0.998091,0.0001122575,0.0001156855,0.0002225224,0.0004022541,0.001056235],"domain_scores_gemma":[0.9971735,0.00002062715,0.00001845471,0.00008646722,0.0001318526,0.002569107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[4.213259e-7,0.00001020774,0.04633021,0.00007551589,0.000001122849,0.00001011786,0.003086295,2.530079e-7,0.000003750522,0.9464113,0.0009688871,0.003101893],"study_design_scores_gemma":[0.0007344305,0.0001798413,0.5748235,0.0004043517,0.00009686479,0.00005370352,0.03855789,0.000203901,0.00003711259,0.2117423,0.1720931,0.001073061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5395603,0.006068593,0.00007293386,0.02547382,0.0008073304,0.001615401,0.00003254451,0.00005715498,0.4263119],"genre_scores_gemma":[0.9973446,0.0002226407,0.00003856884,0.002113343,0.0001129079,0.000004805025,0.000001144619,0.000002129068,0.0001599039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.734669,"threshold_uncertainty_score":0.9997161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345856220689862,"score_gpt":0.3736600085681999,"score_spread":0.2390743864992137,"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."}}