{"id":"W1503674071","doi":"","title":"Density delusion? Urban form and sustainable transport in Australian, Canadian and US cities","year":2009,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compact city; Dominance (genetics); Sustainable transport; Mode (computer interface); Economic geography; Smart growth; Travel behavior; Urban density; Urban planning; Geography; Transport engineering; Sustainability; Engineering; Computer science; Civil engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318107,0.0001541955,0.0003311444,0.002194707,0.00395691,0.003184605,0.0008288465,0.0004555871,0.002962347],"category_scores_gemma":[0.006845612,0.0001962103,0.0003024052,0.003960592,0.00738512,0.002378121,0.003847957,0.001011198,0.0001282248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01802313,"about_ca_system_score_gemma":0.009498253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8953866,"about_ca_topic_score_gemma":0.9337297,"domain_scores_codex":[0.9989567,0.0002526686,0.00004081195,0.0001018561,0.000354643,0.0002933284],"domain_scores_gemma":[0.9974498,0.000486069,0.0004797388,0.0001612361,0.0009140163,0.0005090024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001595549,0.0001715585,0.6102402,0.00009676219,0.00005648639,0.0002996558,0.2102151,0.0016282,0.000270585,0.1242244,0.004836194,0.04780137],"study_design_scores_gemma":[0.0000085862,0.00004535252,0.7892238,0.0001256847,0.00003050338,0.0001417163,0.1804814,0.001855998,0.0001232336,0.008260029,0.01965441,0.00004936109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741978,0.0005441572,0.000222408,0.002595552,0.00001469583,0.00001569772,0.0001051337,0.000005236248,0.02229921],"genre_scores_gemma":[0.998714,0.0002220147,0.00004842922,0.00004390551,0.000003245701,0.000004005537,0.00002327194,0.000002038173,0.0009392311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046134,"threshold_uncertainty_score":0.2104589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969665793855614,"score_gpt":0.2609152156817436,"score_spread":0.2412185577431875,"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."}}