{"id":"W1975389201","doi":"10.1080/17457289.2011.609297","title":"Parachuted into Parliament: Candidate Nomination, Appointed Candidates, and Legislative Roles in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Elections Public Opinion and Parties","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University","funders":"Memorial University of Newfoundland","keywords":"Nomination; Parliament; Legislature; Political science; Public administration; Representation (politics); House of Commons; Public relations; Law; Politics","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":[0.002112385,0.0001495646,0.0003591187,0.001869078,0.007911123,0.002676685,0.001227514,0.0007300044,0.005553297],"category_scores_gemma":[0.01043169,0.0002313337,0.0003109429,0.003905506,0.00190818,0.0004799766,0.001858024,0.001436719,0.0004006277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03755112,"about_ca_system_score_gemma":0.04871478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863434,"about_ca_topic_score_gemma":0.9956905,"domain_scores_codex":[0.9968472,0.0004570216,0.00008288826,0.0002317332,0.00108035,0.001300769],"domain_scores_gemma":[0.988391,0.001832621,0.002363772,0.0002727325,0.003485122,0.00365466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000343634,0.0001812081,0.9256973,0.00007263733,0.00003684824,0.0003770255,0.03195134,0.0003959692,0.0007208226,0.004199898,0.007152415,0.02887081],"study_design_scores_gemma":[0.00001184723,0.00002727871,0.9677104,0.00003768215,0.00001036715,0.0000393187,0.02251823,0.0004332158,0.0002211752,0.0001628694,0.008801145,0.00002647905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878513,0.0002140886,0.00009453933,0.00126776,0.00001855342,0.0000318813,0.0003895616,0.000006616145,0.01012565],"genre_scores_gemma":[0.9958153,0.0001254589,0.000073673,0.00009120657,0.000005662153,0.000009135539,0.0001719268,0.000004277198,0.003703314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755112,"threshold_uncertainty_score":0.2724537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041633636190425,"score_gpt":0.296497912573135,"score_spread":0.25486427638271,"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."}}