{"id":"W2790611461","doi":"","title":"Will Peak Travel Observed in Northern Cities Occur in the South ? Case studies in France and Mexico","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Geography; Recession; Economic geography; Population; Demography; Transport engineering; Economics; Sociology; 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":[0.0008774591,0.0002231005,0.000299893,0.001097857,0.001835608,0.001198729,0.0005164155,0.00102914,0.00229525],"category_scores_gemma":[0.002558199,0.0002111372,0.0005170982,0.003161128,0.0007698261,0.0007994979,0.0008761879,0.0006410971,0.000113419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0044244,"about_ca_system_score_gemma":0.001140237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3864019,"about_ca_topic_score_gemma":0.4645551,"domain_scores_codex":[0.9993204,0.0003156812,0.00001985058,0.00009957879,0.00004492556,0.0001995234],"domain_scores_gemma":[0.9989151,0.0003193255,0.0003671267,0.00007836408,0.0001939339,0.0001260869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003268046,0.0002554973,0.9590053,0.0001753343,0.0001794921,0.004391538,0.009550901,0.005753268,0.0004332312,0.005404033,0.005579349,0.008945277],"study_design_scores_gemma":[0.0000498749,0.0001032808,0.939104,0.00009349645,0.00008801457,0.0008725052,0.04411089,0.00350474,0.0002901252,0.0007766886,0.01096111,0.00004544025],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993513,0.0004249019,0.0001535252,0.001143894,0.000006601854,0.00002148258,0.0008844677,0.00000829468,0.003843818],"genre_scores_gemma":[0.9981224,0.0004841534,0.0002421585,0.00007928356,0.00001168861,0.00003190844,0.0003844892,0.00000476405,0.0006390712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3864019,"threshold_uncertainty_score":0.7683055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05130790089877933,"score_gpt":0.2860728424939006,"score_spread":0.2347649415951213,"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."}}