{"id":"W2600695656","doi":"10.36939/cjur/vol25no2/art44","title":"Policy Priorities of Municipal Candidates in the 2014 Local Ontario Elections","year":2016,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Public administration; Political science; Politics; Corporate governance; Seekers; Administration (probate law); Urban policy; Public economics; Business; Economics; Urban planning; Finance; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001916989,0.0001194928,0.0002738065,0.001447146,0.005007509,0.002286108,0.0004977064,0.0004683069,0.003906461],"category_scores_gemma":[0.007235904,0.0002152524,0.000156629,0.002465834,0.0009861323,0.0004647539,0.001637169,0.0005716382,0.0003989875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01834187,"about_ca_system_score_gemma":0.01674828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7919212,"about_ca_topic_score_gemma":0.9306834,"domain_scores_codex":[0.9964314,0.0005448993,0.0001645625,0.0001642113,0.0009575145,0.001737538],"domain_scores_gemma":[0.994404,0.0004494291,0.001479012,0.0001048855,0.001574829,0.00198787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004786908,0.00007117099,0.8822373,0.0001669329,0.0000426694,0.0004804049,0.06265315,0.0003658079,0.001418539,0.004027477,0.01152267,0.03653531],"study_design_scores_gemma":[0.000009155418,0.00004519009,0.927467,0.00003969464,0.000008854454,0.0000429167,0.0437452,0.000120117,0.0001332966,0.0001268005,0.02823724,0.00002438915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842845,0.0001977975,0.0000887138,0.001342666,0.00001807649,0.00004635435,0.0004981034,0.000007290494,0.0135165],"genre_scores_gemma":[0.9944928,0.0001474459,0.00006662593,0.00008848542,0.000009985148,0.00002235419,0.000236836,0.000004396792,0.004931039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2080788,"threshold_uncertainty_score":0.4186084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05456315655214971,"score_gpt":0.366226191867015,"score_spread":0.3116630353148653,"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."}}