{"id":"W4416257148","doi":"10.1093/toxsci/kfaf148","title":"Characterization of woodsmoke generated in the air pollution exposure lab and comparison to diesel exhaust","year":2025,"lang":"en","type":"article","venue":"Toxicological Sciences","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Rocky Mountain Research Station; Canadian Institutes of Health Research; Health Canada; U.S. Forest Service; Vancouver Coastal Health Research Institute","keywords":"Diesel exhaust; Particulates; Air pollution; Diesel fuel; Pollution; Human health; Pollutant; Exposure assessment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001801156,0.0002960011,0.0002076173,0.0005884032,0.0002808845,0.0003341849,0.0001612891,0.0002737055,0.0009587763],"category_scores_gemma":[0.0001474132,0.0001151501,0.0002688066,0.0002813945,0.00015596,0.0001654181,0.0002184194,0.0002418371,0.0002562391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047467,"about_ca_system_score_gemma":0.0001193861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102821,"about_ca_topic_score_gemma":0.003082962,"domain_scores_codex":[0.9998572,0.00001356913,0.00001057569,0.00004556241,0.00005394523,0.0000190638],"domain_scores_gemma":[0.9999084,0.00001389262,0.00001611706,0.000007721053,0.00004099375,0.00001277919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001082379,0.00004109794,0.005792794,0.00007425082,0.00001165679,0.0001458488,0.00008929128,0.0002036772,0.9904819,0.00003913407,0.00004401654,0.002968079],"study_design_scores_gemma":[0.000009491324,0.0008211663,0.0763469,0.00002272217,0.00005590519,0.0003135362,0.000403442,0.00112482,0.9175481,0.00009364573,0.003240655,0.000019603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937796,0.0002237845,0.004549068,0.00001356278,0.00001241604,0.00005899105,0.0005566748,0.00004259721,0.0007633063],"genre_scores_gemma":[0.9904279,0.0004502845,0.005743861,0.00006926786,0.000009777425,0.0001167519,0.0009732539,0.00004183317,0.002167025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00102821,"threshold_uncertainty_score":0.003207386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08187488104120491,"score_gpt":0.3549559648633078,"score_spread":0.2730810838221028,"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."}}