{"id":"W6940447120","doi":"10.1021/acs.est.6b05775.s001","title":"Metro\\nCommuter Exposures to Particulate Air Pollution\\nand PM<sub>2.5</sub>-Associated Elements in Three Canadian Cities:\\nThe Urban Transportation Exposure Study","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Particulates; Air pollution; Pollutant; Air pollutants; Air quality index; Pollution; Particulate pollution; Aerosol","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":[0.0003870089,0.0004169974,0.0002661125,0.0006661885,0.002022891,0.0008582093,0.0007938748,0.0004978371,0.002107037],"category_scores_gemma":[0.0005268175,0.0003510219,0.0004526331,0.001930038,0.0003047341,0.000245152,0.0006666321,0.0005149973,0.0004207765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01295601,"about_ca_system_score_gemma":0.01396627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932724,"about_ca_topic_score_gemma":0.9971455,"domain_scores_codex":[0.9994181,0.00003607418,0.00002873294,0.00011745,0.0002518551,0.000147725],"domain_scores_gemma":[0.9996076,0.00001314988,0.00004519006,0.00002250626,0.0002048278,0.00010674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000270752,0.0001073945,0.9783132,0.00008744454,0.0001859166,0.0001039173,0.001240822,0.0002377202,0.0009564245,0.0002383226,0.009101786,0.009156182],"study_design_scores_gemma":[0.00001800777,0.00002803838,0.9949186,0.00001117648,0.00003800197,0.00002344811,0.0004269094,0.0001571038,0.0001219698,0.00001670129,0.004226831,0.00001317887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648116,0.0005117502,0.0004213902,0.0003046891,0.00002605663,0.0002305588,0.02811736,0.00003718643,0.005539365],"genre_scores_gemma":[0.9675019,0.0005039098,0.0009782731,0.0002288953,0.00001500924,0.0001858997,0.01941473,0.00002288068,0.01114848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295601,"threshold_uncertainty_score":0.09400284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583783033989571,"score_gpt":0.2297476916944093,"score_spread":0.2039098613545136,"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."}}