{"id":"W2027120532","doi":"10.1039/c2cs35052a","title":"Quantifying trace gas uptake to tropospheric aerosol: recent advances and remaining challenges","year":2012,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Aerosol; Trace gas; Glyoxal; Troposphere; Chemistry; Particle (ecology); Ammonium sulfate; Atmospheric chemistry; Gas phase; Environmental chemistry; Environmental science; Atmospheric sciences; Ozone; Organic chemistry; Physics","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":[0.001921548,0.001395695,0.00214067,0.002061527,0.0003430984,0.001533017,0.001479929,0.001736526,0.002123512],"category_scores_gemma":[0.00204587,0.0005225746,0.0006361697,0.002634385,0.0009387021,0.002675949,0.001160232,0.00144144,0.001553846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123112,"about_ca_system_score_gemma":0.001702047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267541,"about_ca_topic_score_gemma":0.002944746,"domain_scores_codex":[0.9995328,0.00006502532,0.00004360704,0.0001452612,0.0001732397,0.00004008555],"domain_scores_gemma":[0.9986377,0.0006652719,0.0001370326,0.00004783589,0.0004490705,0.00006305907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006957833,0.00007670474,0.0004563579,0.01438926,0.0001105613,0.0001401788,0.00008164928,0.001188049,0.007053765,0.005356364,0.008743899,0.9623337],"study_design_scores_gemma":[0.00001544071,0.0002472342,0.001756918,0.002314575,0.0002379266,0.000825787,0.0002217199,0.0006688234,0.008826908,0.004741436,0.9800893,0.00005385842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003849012,0.9978635,0.0005467529,0.0003017724,0.0001495107,0.000003644755,0.00001728743,0.00001235632,0.0007202504],"genre_scores_gemma":[0.0016377,0.996841,0.0006265389,0.0001537301,0.0001486507,0.000006000492,0.00001970541,0.000004439554,0.0005623832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00267541,"threshold_uncertainty_score":0.01016223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495166082346378,"score_gpt":0.3272844788751589,"score_spread":0.1777678706405211,"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."}}