{"id":"W4229008430","doi":"10.1016/j.cities.2022.103711","title":"Too big to succeed: Mega neighborhoods, depression, and actually existing urban governance","year":2022,"lang":"en","type":"article","venue":"Cities","topic":"Community Health and Development","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Lincoln Institute of Land Policy","keywords":"Urban sprawl; Politics; Corporate governance; Economic geography; Urban politics; Megacity; Geography; Population; Collective efficacy; Political science; Sociology; Regional science; Economic growth; Urban planning; Economy; Ecology; Social science; Business; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001606716,0.0001549307,0.0002957343,0.0007342044,0.005123882,0.006055039,0.0008934456,0.001031129,0.004379901],"category_scores_gemma":[0.004222203,0.0002365387,0.0001550866,0.001216368,0.009832144,0.002740363,0.005180897,0.001918125,0.0001740151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004425623,"about_ca_system_score_gemma":0.006706112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06084096,"about_ca_topic_score_gemma":0.2054309,"domain_scores_codex":[0.9986933,0.0005898359,0.00003394876,0.000090412,0.0001086657,0.0004838702],"domain_scores_gemma":[0.9970945,0.000317138,0.0003470354,0.0001716042,0.0002647403,0.00180491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000156203,0.0004951027,0.3867441,0.0001621777,0.00009939691,0.0006395351,0.09740517,0.0005943187,0.0003116732,0.3822083,0.05373897,0.07744506],"study_design_scores_gemma":[0.00007130789,0.0001219704,0.3488135,0.0004397249,0.00008149498,0.0002644981,0.4586442,0.0007455659,0.0002262875,0.10487,0.0856562,0.0000652692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8438989,0.002096919,0.0008189146,0.08768889,0.0002543318,0.00003961933,0.0001371916,0.000025512,0.06503981],"genre_scores_gemma":[0.9975097,0.0002858233,0.000106749,0.0008133163,0.0000248171,0.00001041255,0.00001395492,0.000005119647,0.001230034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06084096,"threshold_uncertainty_score":0.1209736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08591711659784526,"score_gpt":0.3798843991288044,"score_spread":0.2939672825309592,"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."}}