{"id":"W4413654261","doi":"10.64628/aam.7pce3dn5q","title":"Boomburbs: The rapid rise of Toronto’s northern suburbs","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Geography; Economic geography; Political science","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":[0.0002359225,0.0002900071,0.0002246189,0.001243218,0.004941916,0.004109121,0.0005848798,0.0008208202,0.01445691],"category_scores_gemma":[0.001116829,0.0002864982,0.0002712601,0.003913119,0.001949137,0.001046071,0.002141436,0.0008761006,0.0006408317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03972709,"about_ca_system_score_gemma":0.02052797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9634973,"about_ca_topic_score_gemma":0.9932178,"domain_scores_codex":[0.9996269,0.00003060665,0.0000079783,0.00004670875,0.00009763856,0.0001902244],"domain_scores_gemma":[0.9992112,0.00005731636,0.0001069407,0.00003474554,0.0001927255,0.000396985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004603483,0.00006312606,0.4376817,0.0008298651,0.0001726486,0.005559575,0.1309053,0.004068211,0.004479962,0.0841352,0.250738,0.080906],"study_design_scores_gemma":[0.000008030955,0.00001870124,0.7511673,0.0001293741,0.00002095678,0.000204822,0.05679739,0.0007195456,0.0002553616,0.0009526668,0.1896956,0.00003028236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8644643,0.003444369,0.0006265545,0.01886246,0.0003519829,0.00008238146,0.01128673,0.0001657104,0.1007155],"genre_scores_gemma":[0.9772477,0.0009225568,0.0003818932,0.0003023515,0.0000533471,0.00002069672,0.001361661,0.00004151413,0.01966819],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03972709,"threshold_uncertainty_score":0.2882416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323482234141848,"score_gpt":0.3013279509975095,"score_spread":0.2689797275833247,"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."}}