{"id":"W2529417414","doi":"10.1016/j.jtrangeo.2016.09.014","title":"Cyclists' exposure to air pollution and road traffic noise in central city neighbourhoods of Montreal","year":2016,"lang":"en","type":"article","venue":"Journal of Transport Geography","topic":"Noise Effects and Management","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Evening; Noise pollution; Air pollution; Morning; Environmental science; Cycling; Pollution; Environmental health; Noise (video); Traffic noise; Road traffic; Poison control; Geography; Meteorology; Transport engineering; Engineering; Medicine; Noise reduction; Forestry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002285298,0.0003087505,0.0002738827,0.000906523,0.0009012792,0.0008728099,0.0005533037,0.0003573622,0.002976433],"category_scores_gemma":[0.0006771846,0.0001977448,0.0003934557,0.0008950274,0.0003827164,0.0002766723,0.0006834707,0.0002085764,0.0002672302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188882,"about_ca_system_score_gemma":0.001575844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8777392,"about_ca_topic_score_gemma":0.9191873,"domain_scores_codex":[0.9997169,0.00003983749,0.00001434619,0.00008850548,0.00006796799,0.00007240857],"domain_scores_gemma":[0.9996419,0.0000290425,0.0001021477,0.00001540507,0.0001017443,0.0001097345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001409538,0.00005754254,0.9921784,0.00002582044,0.00008408783,0.0001755374,0.001906168,0.0001759466,0.001424202,0.00004225392,0.0004609758,0.003328128],"study_design_scores_gemma":[0.000001100836,0.00002090272,0.9990809,0.000003247141,0.00000566621,0.00001601088,0.0006601149,0.00007188357,0.00002261458,0.000002895273,0.0001113549,0.000003249328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989077,0.00008808629,0.00002505981,0.00002631082,0.000001975706,0.00001085445,0.0003036936,0.000004471791,0.00063189],"genre_scores_gemma":[0.9988282,0.00006473158,0.00003490276,0.00001070748,0.000002563939,0.00001207701,0.0002642808,0.00000192381,0.0007805559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1222608,"threshold_uncertainty_score":0.2459616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103825656805914,"score_gpt":0.2901831217853384,"score_spread":0.2791448652172793,"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."}}