{"id":"W3201524165","doi":"10.55016/ojs/sppp.v11i1.53000","title":"The Future of the Suburbs: Policy Challenges and Opportunities in Canada","year":2018,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Waterloo; Toronto Metropolitan University; Queen's University","funders":"","keywords":"Regional science; Political science; Economic geography; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002303155,0.0003882702,0.000576542,0.001331756,0.04483795,0.01650575,0.002347382,0.004102637,0.00760605],"category_scores_gemma":[0.004447269,0.000343115,0.0004895959,0.003764672,0.01669826,0.004509647,0.007047793,0.005413638,0.0004432579],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2072655,"about_ca_system_score_gemma":0.425626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996115,"about_ca_topic_score_gemma":0.9984816,"domain_scores_codex":[0.9954585,0.0004968802,0.00004360164,0.0001966124,0.0007559514,0.003048551],"domain_scores_gemma":[0.9954264,0.0005897522,0.0001564356,0.0001044954,0.001319978,0.002402995],"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":[0.00007760862,0.00004676926,0.01104886,0.000274339,0.00003154493,0.0008288483,0.04976737,0.001625033,0.0002977575,0.6712639,0.207574,0.05716407],"study_design_scores_gemma":[0.00001800014,0.00001819567,0.01705523,0.0006455155,0.00003632056,0.000105759,0.1942531,0.001066204,0.0002228672,0.04193948,0.7445365,0.0001028636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1528943,0.03227332,0.001097268,0.5695201,0.001037696,0.00008003366,0.0006589363,0.00007444933,0.2423639],"genre_scores_gemma":[0.893652,0.02038412,0.001125171,0.0253405,0.0001862091,0.00005408968,0.0002608284,0.00005900929,0.05893814],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2072655,"threshold_uncertainty_score":0.9194596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07374113075227795,"score_gpt":0.3530671699314834,"score_spread":0.2793260391792055,"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."}}