{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00303636,0.00004204981,0.0001014323,0.0006168202,0.0004568479,0.00006441169,0.0005385092,0.00004956127,0.0004084283],"category_scores_gemma":[0.0005272151,0.00002427218,0.00004416324,0.0005590693,0.0008303508,0.0001508673,0.00001205728,0.0003264041,0.000003029735],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065608,"about_ca_system_score_gemma":0.01399716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775312,"about_ca_topic_score_gemma":0.9990505,"domain_scores_codex":[0.9982209,0.0005695451,0.0002080772,0.00005800127,0.0004676382,0.0004758205],"domain_scores_gemma":[0.9987126,0.0003873981,0.00005343158,0.0001289118,0.0003905164,0.0003271175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002328459,0.00003518672,0.3413655,0.00000327515,0.00003364127,0.00006430304,0.06120742,0.000002719547,0.0001495866,0.5335219,0.06045527,0.003137955],"study_design_scores_gemma":[0.0003382367,0.000178038,0.379282,0.00009139161,0.000004044243,0.00000530713,0.01311468,5.609663e-7,0.00004859667,0.007992139,0.5988888,0.00005623215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663503,0.000309429,0.000009970734,0.01427499,0.0001238132,0.0001198338,0.0000222197,0.000001050387,0.01878839],"genre_scores_gemma":[0.9927686,0.0001100885,0.000008724714,0.00009114221,0.0002219928,0.000002181569,2.494017e-7,0.000003838254,0.006793217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5384336,"threshold_uncertainty_score":0.9915926,"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."}}