{"id":"W4382986125","doi":"10.5194/egusphere-2023-1419","title":"Gas-Particle Partitioning of Semivolatile Organic Compounds When Wildfire Smoke Comes to Town","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Climate Program Office; Directorate for Geosciences","keywords":"Levoglucosan; Particulates; Aerosol; Environmental chemistry; Chemistry; Particle (ecology); Smoke; Thermal desorption; Fraction (chemistry); Volatility (finance); Biomass burning; Desorption; Adsorption; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001271768,0.0002266597,0.0001969072,0.0002560904,0.0003805426,0.0005896667,0.0001751717,0.000210113,0.0009334183],"category_scores_gemma":[0.0001173916,0.0001334791,0.0001970196,0.000188098,0.0001744583,0.0003146701,0.0001926947,0.0003821279,0.0001902589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006054092,"about_ca_system_score_gemma":0.0002392214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666801,"about_ca_topic_score_gemma":0.02540478,"domain_scores_codex":[0.9998742,0.000007692985,0.000003666317,0.00005084707,0.00004137805,0.00002216071],"domain_scores_gemma":[0.9999342,0.00001310891,0.0000121192,0.000004395683,0.00002447167,0.00001174463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007108646,0.0002589404,0.5211459,0.0001224929,0.0001331024,0.0004482858,0.0005028478,0.002374379,0.4529518,0.0002420291,0.000575976,0.02053341],"study_design_scores_gemma":[0.00001159265,0.0002245405,0.8143062,0.00001265981,0.00004631694,0.0001267927,0.001273511,0.006592948,0.1756965,0.0001620825,0.001528423,0.00001847971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989294,0.00006498284,0.0002827576,0.000009260862,0.00000688226,0.000006631405,0.0001360518,0.000008548333,0.0005553858],"genre_scores_gemma":[0.9986477,0.00008704911,0.0003815094,0.00001985115,0.000003873558,0.000005436995,0.0002616076,0.000005413744,0.0005875197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01666801,"threshold_uncertainty_score":0.03314203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03541700450201625,"score_gpt":0.2394539370060716,"score_spread":0.2040369325040553,"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."}}