{"id":"W30111766","doi":"10.12659/msm.910180","title":"Obstacles and opportunities: The experiences of female councillor candidates in Metropolitan Vancouver and Ottawa, 1999-2006","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Metropolitan area; Representation (politics); Politics; Public administration; Political science; Political machine; Jurisdiction; Geography; Law","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":[0.0008032959,0.0004496732,0.0003244687,0.000857971,0.02176854,0.003504757,0.001681131,0.001194372,0.02646272],"category_scores_gemma":[0.001545452,0.000403567,0.0002641142,0.00198867,0.002480694,0.001209037,0.005577224,0.002001898,0.003658725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02051894,"about_ca_system_score_gemma":0.02670499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.856958,"about_ca_topic_score_gemma":0.9777945,"domain_scores_codex":[0.9987729,0.0001761763,0.00002309817,0.0001178066,0.0002416782,0.0006682847],"domain_scores_gemma":[0.9972864,0.00009206587,0.0001143912,0.00004588232,0.0003816001,0.002079593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004235691,0.0003462881,0.2009523,0.0003938963,0.00004403848,0.007531594,0.2328797,0.0002111321,0.00182389,0.004784651,0.3605261,0.1900828],"study_design_scores_gemma":[0.000007210135,0.00007499145,0.09902955,0.0001567869,0.00001095278,0.0005472171,0.4465233,0.00004786946,0.000220523,0.0001863795,0.4531438,0.00005151429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934453,0.006114312,0.0006057209,0.04839934,0.001352286,0.0002311619,0.004443898,0.0001729769,0.1452349],"genre_scores_gemma":[0.6367364,0.004888803,0.0009158926,0.004014656,0.000118345,0.000129091,0.001367309,0.0001894746,0.35164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143042,"threshold_uncertainty_score":0.2877687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992959744130959,"score_gpt":0.3424645611058034,"score_spread":0.2925349636644938,"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."}}