{"id":"W4210527371","doi":"10.1039/d1ea00053e","title":"Evaluating SOA formation from different sources of semi- and intermediate-volatility organic compounds from the Athabasca oil sands","year":2022,"lang":"en","type":"article","venue":"Environmental Science Atmospheres","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada; Université de Montréal; Public Health Ontario; University of Toronto; Environment and Climate Change Canada","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; National University of Singapore","keywords":"Oil sands; Volatility (finance); Petroleum engineering; Geology; Geochemistry; Environmental science; Asphalt; Materials science; Economics; Financial economics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003948941,0.0001520899,0.0001640206,0.000001239381,0.0009334416,0.00007779752,0.0005379822,0.00002615727,0.01502057],"category_scores_gemma":[0.00003370368,0.0001052937,0.00004510886,0.0001398307,0.0008212048,0.000364327,0.000250964,0.0001818131,0.0000100418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004134607,"about_ca_system_score_gemma":0.00002967372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480926,"about_ca_topic_score_gemma":0.0005431816,"domain_scores_codex":[0.9982825,0.0001050111,0.0002712879,0.0003577636,0.0007363023,0.0002471251],"domain_scores_gemma":[0.9991086,0.0003424737,0.0001978701,0.0002489596,0.000003487467,0.00009867224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003413202,0.00003187086,0.9076396,0.000003531389,0.000009443608,0.000001018624,0.002022734,0.0006674458,0.06778215,3.841079e-7,0.00003832705,0.02176942],"study_design_scores_gemma":[0.0002892523,0.0001128449,0.9178684,0.00001175547,0.00001928283,0.0000039839,0.006358539,0.0464372,0.02849296,0.0001793898,0.00008576638,0.0001406608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982617,0.00085915,0.00003109708,0.00005982456,0.0001296475,0.00007327396,0.0002584355,0.000016001,0.0003108712],"genre_scores_gemma":[0.9991689,0.00003968119,0.0004126831,0.00009194735,0.00005804284,0.000003519342,0.0001531019,0.000003223584,0.00006894505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04576975,"threshold_uncertainty_score":0.9858798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280143024376542,"score_gpt":0.2127197886504917,"score_spread":0.1999183584067263,"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."}}