{"id":"W2903149803","doi":"10.1080/02722011.2018.1540495","title":"Legislative Experiences, Ideology, and Socio-Demographic Background: The “Orange Wave” New Democratic Party Members of Parliament","year":2018,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Caucus; Legislature; Parliament; Political science; Public administration; Ideology; Democracy; Legislative assembly; Gender studies; Politics; Sociology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003276273,0.0001249693,0.000323031,0.001973731,0.01142376,0.003379937,0.0007323411,0.0003886383,0.003229169],"category_scores_gemma":[0.004575901,0.0002029283,0.0001785292,0.002942367,0.003809185,0.001087294,0.002264901,0.0009669358,0.0001944125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01750337,"about_ca_system_score_gemma":0.024431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8992156,"about_ca_topic_score_gemma":0.9682032,"domain_scores_codex":[0.9978436,0.0005062255,0.00005140755,0.0001235165,0.0006335584,0.000841727],"domain_scores_gemma":[0.9973093,0.0007434369,0.000542292,0.00007108643,0.0006831092,0.0006507382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008971585,0.00005243635,0.2656142,0.0001601351,0.0000292583,0.0003802253,0.7028293,0.00004317099,0.000372612,0.004353337,0.004356311,0.02171926],"study_design_scores_gemma":[0.000003172904,0.00002377526,0.4328407,0.0001440973,0.00001166724,0.0001036874,0.5482866,0.00001936525,0.00009966406,0.00008909257,0.01836365,0.00001456549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981561,0.0007212994,0.00003801276,0.001035432,0.00001761012,0.00001469772,0.0001658103,0.000002312129,0.01644387],"genre_scores_gemma":[0.9973846,0.0006302993,0.00002902283,0.0001651424,0.00000847134,0.00001154387,0.0001055048,0.000002310791,0.001663159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007844,"threshold_uncertainty_score":0.2027557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148092094811337,"score_gpt":0.3908479164959026,"score_spread":0.2760387070147688,"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."}}