{"id":"W1988546432","doi":"10.1016/j.atmosenv.2008.05.054","title":"OH-reactivity of volatile organic compounds at urban and rural sites across Canada: Evaluation of air quality model predictions using speciated VOC measurements","year":2008,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"U.S. Environmental Protection Agency","keywords":"Reactivity (psychology); Volatile organic compound; Ozone; Air quality index; Environmental chemistry; Chemistry; Air pollution; Environmental science; Meteorology; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000406897,0.0001668402,0.0002724428,4.253376e-7,0.0002750359,0.00000411194,0.0001029001,0.00006532508,0.0008660859],"category_scores_gemma":[0.00003321134,0.0001597473,0.00004259775,0.0001098858,0.000227961,0.0001425551,0.00003795947,0.00008219881,0.000001905544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193,"about_ca_system_score_gemma":0.0001768167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1396712,"about_ca_topic_score_gemma":0.08686585,"domain_scores_codex":[0.9981969,0.00009878376,0.0003854908,0.0002377028,0.0008490163,0.0002321039],"domain_scores_gemma":[0.9992414,0.00006333568,0.0003077145,0.0002398827,0.00003995824,0.0001077845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002744229,0.00005085587,0.7302017,0.00001300237,0.00003932081,5.194828e-7,0.0002882535,0.2397929,0.02933863,9.689903e-8,0.00004538563,0.0002018969],"study_design_scores_gemma":[0.0004032595,0.00002995554,0.7152523,0.000009622344,0.00004916506,0.000005280551,0.0001557921,0.2783597,0.005576255,0.000007908478,0.00002973252,0.0001209617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984589,0.0003822572,0.0004298798,0.00001546864,0.00004277184,0.0001985908,0.0001856106,0.00001008347,0.0002764405],"genre_scores_gemma":[0.9979438,0.0000372077,0.001733762,0.0000164773,0.00002614268,0.00000157627,0.0001278899,0.000005427277,0.0001076952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05280539,"threshold_uncertainty_score":0.9483033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112020830399682,"score_gpt":0.2447796404762383,"score_spread":0.1836594321722415,"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."}}