{"id":"W3005280305","doi":"","title":"Will Peak Car Observed in the North Occur in the South? A Demographic Approach with Case Studies of Montreal, Lille, Juarez and Puebla","year":2018,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Geography; Population; Car ownership; Demography; Demographic economics; Socioeconomics; Economy; Public transport; Sociology; Economics; Engineering; Transport 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":[0.001272474,0.0003888158,0.0002006143,0.002120234,0.002312286,0.001425035,0.001108903,0.0007403705,0.00233036],"category_scores_gemma":[0.002665217,0.0002037045,0.000670742,0.002854377,0.001155433,0.0007984213,0.001025731,0.0006202033,0.0001309143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01265858,"about_ca_system_score_gemma":0.003999395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.743323,"about_ca_topic_score_gemma":0.8060486,"domain_scores_codex":[0.9991422,0.000446205,0.00002072559,0.00008533149,0.00007041341,0.0002351824],"domain_scores_gemma":[0.999079,0.0003333723,0.000202888,0.00003631955,0.0002532045,0.0000951139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002058578,0.0004217784,0.8827717,0.0004503397,0.0001916447,0.01356066,0.03758197,0.005857534,0.001025902,0.02625714,0.007111607,0.0245638],"study_design_scores_gemma":[0.00003153256,0.0002140878,0.8175744,0.0004021495,0.0001365309,0.002783554,0.1305466,0.006857445,0.0006431707,0.002086446,0.03865299,0.00007099328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808255,0.001814145,0.001531722,0.001379016,0.00002118329,0.0002335654,0.001250215,0.00001171808,0.01293286],"genre_scores_gemma":[0.993467,0.001473628,0.001937096,0.0001369854,0.00001361319,0.0001506083,0.0004799895,0.00000603183,0.002335068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.256677,"threshold_uncertainty_score":0.5163772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438933071489464,"score_gpt":0.2602825723063674,"score_spread":0.2258932415914727,"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."}}