{"id":"W2990016685","doi":"10.1021/acs.est.9b05404","title":"Understanding the Impact of High-NO<sub><i>x</i></sub> Conditions on the Formation of Secondary Organic Aerosol in the Photooxidation of Oil Sand-Related Precursors","year":2019,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; Government of Alberta","keywords":"Aerosol; Environmental science; Environmental chemistry; Mineralogy; Chemistry; Organic chemistry","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":[0.0001986386,0.000405677,0.0001842785,0.00009272144,0.0002620401,0.0005059714,0.0002141824,0.0003363708,0.0009108967],"category_scores_gemma":[0.0001896415,0.00011594,0.0002071866,0.00006878097,0.0003587445,0.0003962766,0.0001957458,0.0003490289,0.0001967754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007273161,"about_ca_system_score_gemma":0.0003430813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281637,"about_ca_topic_score_gemma":0.01123354,"domain_scores_codex":[0.9998471,0.00000986533,0.000007124268,0.00003809778,0.00005040931,0.00004743367],"domain_scores_gemma":[0.999889,0.00003241925,0.00003157026,0.000006802071,0.00002729686,0.00001289308],"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":[0.0001270715,0.00002885618,0.003632739,0.00008323709,0.00001374578,0.00006820385,0.00002891496,0.0003381298,0.9941953,0.0001004396,0.00004424008,0.001339209],"study_design_scores_gemma":[0.000007021793,0.0002019952,0.0418559,0.000006487733,0.00002366617,0.00006282184,0.0001722091,0.00173654,0.9550674,0.00008569303,0.0007709825,0.000009258837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972287,0.0006062663,0.0007807822,0.00004243442,0.00001548569,0.0000166457,0.0001440623,0.00002789911,0.00113771],"genre_scores_gemma":[0.9981803,0.0004348477,0.0008481213,0.00004038793,0.000005552221,0.000009825936,0.0001261588,0.000009087697,0.000345615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008281637,"threshold_uncertainty_score":0.01646692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008996735416179083,"score_gpt":0.1905726303400565,"score_spread":0.1815758949238774,"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."}}