{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225001,0.0001853257,0.0002016318,0.001353036,0.00878296,0.004848301,0.0006945139,0.0007625406,0.001012348],"category_scores_gemma":[0.004134479,0.0002031796,0.00008967592,0.002339951,0.008287949,0.00115884,0.0025016,0.001288875,0.00004824101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01410684,"about_ca_system_score_gemma":0.01098344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6420657,"about_ca_topic_score_gemma":0.8046334,"domain_scores_codex":[0.9985107,0.0008284082,0.0000418326,0.0001008236,0.0002691793,0.0002492233],"domain_scores_gemma":[0.9981675,0.001116963,0.0002116054,0.00005594904,0.0002676344,0.0001803938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008259919,0.0000668127,0.04810671,0.0001655342,0.00001765835,0.000947274,0.893337,0.0009837802,0.001413743,0.02216056,0.0009929074,0.03172541],"study_design_scores_gemma":[0.00000524121,0.0000295648,0.03571775,0.00007623315,0.000009550302,0.0001036004,0.9446924,0.0005035183,0.000364736,0.00235159,0.01612295,0.00002281703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812562,0.0003107044,0.0005959917,0.001039032,0.00001004895,0.00002989347,0.00003420779,0.000003910035,0.01672001],"genre_scores_gemma":[0.9982632,0.0002175855,0.0001469332,0.00003943072,0.000002498388,0.00001309878,0.00001355217,0.000002318538,0.001301417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3579343,"threshold_uncertainty_score":0.7200844,"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."}}