{"id":"W2123329030","doi":"10.7202/037603ar","title":"The conscious city: Traffic congestion and change toward sustainability in metro Vancouver","year":2009,"lang":"en","type":"article","venue":"Environnement urbain","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Native Health Society","funders":"","keywords":"Sustainability; Traffic congestion; Elite; Urban sustainability; Economic geography; Sociology; Regional science; Transport engineering; Political science; Geography; Engineering; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005577269,0.0001663618,0.0001518514,0.00008543296,0.0001120361,0.00005366679,0.0001060316,0.00006085818,0.00002050635],"category_scores_gemma":[0.00005431719,0.0001381905,0.00003073333,0.0001438466,0.00006929885,0.0001121266,0.00002392149,0.0001646019,0.000001627152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005369078,"about_ca_system_score_gemma":0.00001963281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002771333,"about_ca_topic_score_gemma":0.0003156074,"domain_scores_codex":[0.9989741,0.00006802964,0.0002050953,0.0002063889,0.0001589578,0.0003873929],"domain_scores_gemma":[0.9995728,0.0001163043,0.00002557208,0.0002003928,0.00001552878,0.00006939564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001203606,0.000503837,0.02684439,0.0003036648,0.0001107906,0.0001952543,0.006048384,0.05242778,0.0002812791,0.01804972,0.0173247,0.8777899],"study_design_scores_gemma":[0.006931401,0.001241228,0.4246804,0.000146753,0.0001436587,0.000005002835,0.02947259,0.1543752,0.0006568648,0.02413337,0.356105,0.002108616],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896056,0.003978528,0.001425826,0.002894276,0.0003041583,0.001090658,0.000002562048,0.0002090895,0.0004892749],"genre_scores_gemma":[0.9991211,0.0002068689,0.0001583294,0.0001398809,0.00006261771,0.00009855565,0.000002537753,0.00001277335,0.0001973486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8756812,"threshold_uncertainty_score":0.5635246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322616897398953,"score_gpt":0.2279782211224272,"score_spread":0.2147520521484376,"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."}}