{"id":"W4244870836","doi":"10.5194/acp-2020-1315","title":"New Methodology Shows Short Atmospheric Lifetimes of Oxidized Sulfur and Nitrogen due to Dry Deposition","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; York University; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Deposition (geology); Pollutant; Nitrogen; Environmental science; Atmospheric sciences; Air quality index; Monte Carlo method; Sulfur; Chemical transport model; Vegetation (pathology); Environmental chemistry; Aerosol; Meteorology; Chemistry; Physics; Structural basin; Geology; Mathematics","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":[0.0006046644,0.0004717541,0.00023781,0.0006493159,0.0003399233,0.0004645703,0.0003928506,0.0003755667,0.0007656096],"category_scores_gemma":[0.0008627188,0.0001788096,0.0004540858,0.0004011459,0.0003627543,0.0005492289,0.0003227364,0.0004783729,0.0001417966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117059,"about_ca_system_score_gemma":0.0006991723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01874916,"about_ca_topic_score_gemma":0.03193269,"domain_scores_codex":[0.9996951,0.00002462943,0.00001368851,0.0001087417,0.0001343023,0.00002359724],"domain_scores_gemma":[0.9996176,0.0001244426,0.00008902786,0.00005502121,0.00009447018,0.00001942291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005748314,0.0002108802,0.2095498,0.0004665318,0.0003818446,0.00035697,0.000540689,0.1109569,0.5326236,0.008173279,0.001047388,0.1351172],"study_design_scores_gemma":[0.00004610245,0.0003847932,0.1636911,0.00002783367,0.0001561444,0.0006257374,0.0001368226,0.4420934,0.3834239,0.002929729,0.006400628,0.00008397173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5920877,0.0006010512,0.4019758,0.0001157387,0.00008264025,0.00006970611,0.000776233,0.0009534477,0.003337731],"genre_scores_gemma":[0.9127321,0.0002980335,0.08506267,0.00004491152,0.00001073427,0.00004437424,0.0005797324,0.00006712243,0.00116031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874916,"threshold_uncertainty_score":0.03728008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07067959707849503,"score_gpt":0.3382480417701291,"score_spread":0.2675684446916341,"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."}}