{"id":"W3144028444","doi":"","title":"Metropolitan structures of decision making, governance and policy coordination: the role of social actors in Montreal","year":2012,"lang":"en","type":"article","venue":"Chapters","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Corporate governance; Public administration; Regional science; Political science; Business; Geography; Finance; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003390428,0.00005316752,0.0001121406,0.00002826598,0.0001668491,0.00001264172,0.0001912149,0.00005056791,0.00004032001],"category_scores_gemma":[0.0002475151,0.00003894187,0.00003764444,0.0003176083,0.000517255,0.0001896403,0.00003737604,0.00004793437,4.340264e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412852,"about_ca_system_score_gemma":0.00004925012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07267869,"about_ca_topic_score_gemma":0.02649119,"domain_scores_codex":[0.9991885,0.00004904628,0.0001332996,0.00007915179,0.0003414551,0.0002085569],"domain_scores_gemma":[0.9995599,0.0001235106,0.0001954504,0.0000542384,0.00003021189,0.00003665066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001274558,0.0000124908,0.1327056,0.000002034321,0.000003912513,9.779437e-8,0.0457859,6.868324e-7,0.00007667402,0.7486529,0.0001594671,0.0725875],"study_design_scores_gemma":[0.0000950029,0.00001071489,0.9350446,0.000009246757,0.000003242663,1.363877e-7,0.0319372,0.000008719703,0.0000832279,0.0278299,0.004930199,0.00004776474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756142,0.0007289248,0.00000878198,0.001283753,0.0001251927,0.00007825014,0.00001185818,0.000003770163,0.02214525],"genre_scores_gemma":[0.9995387,0.00007296599,0.00004677314,0.00003998076,0.0002284234,0.00000165631,1.197166e-7,0.000002559276,0.00006888172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8023391,"threshold_uncertainty_score":0.9912728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339492250661179,"score_gpt":0.3225247275684919,"score_spread":0.3091298050618801,"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."}}