{"id":"W2339679068","doi":"10.36939/cjur/vol24no2/art14","title":"More Continuity than Change? Re-evaluating the Contemporary Socio-economic and Housing Characteristics of Suburbs","year":2016,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Suburbanization; Urban sprawl; Metropolitan area; Politics; Geography; Equity (law); Social equality; Economic growth; Political science; World War II; Development economics; Economic geography; Urban planning; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001699399,0.0001543519,0.0003143492,0.001534963,0.002731189,0.004885974,0.0007978471,0.0003451059,0.001782827],"category_scores_gemma":[0.004058755,0.00009635936,0.0001999911,0.002929806,0.005804271,0.003156536,0.001599639,0.0006166474,0.0001326834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009336292,"about_ca_system_score_gemma":0.007750764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4496806,"about_ca_topic_score_gemma":0.6936619,"domain_scores_codex":[0.9990838,0.0002356821,0.00003151128,0.0001275017,0.0002596774,0.0002618924],"domain_scores_gemma":[0.9979851,0.0003383479,0.0004616665,0.0002284822,0.0006532901,0.0003330877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007629576,0.00005608597,0.6342889,0.0001555131,0.00007504001,0.0004957712,0.2509575,0.0004827995,0.0007959577,0.02382231,0.003100764,0.08569304],"study_design_scores_gemma":[0.000001592417,0.00003192056,0.6653794,0.00006415595,0.00001923231,0.00008336752,0.315641,0.0003260614,0.0001748621,0.001902352,0.01636244,0.00001361145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808931,0.001239771,0.000454744,0.002585715,0.00003105448,0.00002476966,0.0001496588,0.000007561454,0.01461349],"genre_scores_gemma":[0.9989831,0.0002934853,0.0001508818,0.00006654343,0.000006999314,0.000004200736,0.00005288448,0.000003144973,0.0004386718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5503194,"threshold_uncertainty_score":0.8941263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2500973311571075,"score_gpt":0.4123202175757193,"score_spread":0.1622228864186119,"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."}}