{"id":"W2331519150","doi":"10.1097/01.ede.0000391902.48815.e4","title":"An Interactive Route Planner Incorporating Air Pollution and Cycling Determinants to Facilitate and Promote Cycling in Metro Vancouver, Canada","year":2010,"lang":"en","type":"article","venue":"Epidemiology","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Planner; Transport engineering; Cycling; Greenhouse gas; Public transport; Sustainable transport; Computer science; Operations research; Environmental economics; Engineering; Sustainability; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003787391,0.0006341346,0.0002371532,0.0007689467,0.001544154,0.001032465,0.001007388,0.0003595944,0.02641277],"category_scores_gemma":[0.0009571945,0.0003536457,0.0002786942,0.0008593914,0.0003205686,0.0003948337,0.0009233896,0.0002926764,0.003171195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004143181,"about_ca_system_score_gemma":0.0125609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7341507,"about_ca_topic_score_gemma":0.9130329,"domain_scores_codex":[0.9998428,0.00003056178,0.000006133668,0.00003241398,0.00004361096,0.00004449368],"domain_scores_gemma":[0.9995534,0.00007756813,0.00001269159,0.00002652622,0.0001898869,0.0001397592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001562955,0.001747468,0.06840897,0.001101242,0.00008888127,0.002878935,0.009369962,0.08056872,0.02411474,0.006970937,0.2061592,0.5970281],"study_design_scores_gemma":[0.0007904086,0.0008227678,0.06071159,0.0003567295,0.0001609807,0.0005553683,0.01299994,0.2502658,0.01185289,0.003174947,0.6578463,0.0004623313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.532446,0.0005549692,0.1444077,0.001504819,0.0001496675,0.005243214,0.0234141,0.04397787,0.2483017],"genre_scores_gemma":[0.5701287,0.0007189753,0.2926414,0.0001804384,0.00001708423,0.001629269,0.01298971,0.001614915,0.1200796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2658493,"threshold_uncertainty_score":0.5348299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406651761202606,"score_gpt":0.344063544156088,"score_spread":0.299997026544062,"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."}}