{"id":"W4380359027","doi":"10.5194/egusphere-2023-1056","title":"Contribution of expanded marine sulfur chemistry to the seasonal variability of DMS oxidation products and size-resolved sulfate aerosol","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Biological and Environmental Research; Ocean Frontier Institute; Nuclear Safety and Security Commission; École Polytechnique Fédérale de Lausanne; Office of Science; Canada First Research Excellence Fund; National Aeronautics and Space Administration; U.S. Department of Energy; National Science Foundation","keywords":"Dimethyl sulfide; Aerosol; Chemistry; Sulfate; Methanesulfonic acid; Environmental chemistry; Sulfur; Atmospheric chemistry; Sulfur cycle; Sulfuric acid; Sulfur dioxide; Ozone; Inorganic chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780615,0.0005591809,0.000207664,0.0002744534,0.0001884593,0.0003985131,0.0004885906,0.0003625923,0.0006919374],"category_scores_gemma":[0.0004846407,0.000191144,0.0005050157,0.0002437004,0.0001717622,0.000383121,0.000339691,0.0003208875,0.0001192639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007379351,"about_ca_system_score_gemma":0.000372018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711871,"about_ca_topic_score_gemma":0.01298351,"domain_scores_codex":[0.9999235,0.00001229696,0.0000049822,0.00002873094,0.00001914943,0.00001131516],"domain_scores_gemma":[0.9998541,0.00004459946,0.00002264659,0.00002055193,0.00003615523,0.0000219819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001090273,0.0002668725,0.3921854,0.0001972115,0.0005162039,0.0004754509,0.0001585584,0.3509212,0.2339035,0.001716767,0.001125132,0.01744353],"study_design_scores_gemma":[0.00008025432,0.0002135597,0.1781656,0.00001248904,0.0001117654,0.00006127856,0.00007360464,0.7774253,0.04153045,0.0005055154,0.001781412,0.00003878932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971491,0.00009409212,0.001149966,0.00005967129,0.00001300122,0.000009314977,0.0007015073,0.00009443679,0.0007290376],"genre_scores_gemma":[0.9987238,0.00005241621,0.0004629697,0.00001176137,0.000003378165,0.000005624642,0.000549134,0.00001373601,0.000177209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02711871,"threshold_uncertainty_score":0.0539217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511844312441443,"score_gpt":0.2218141560255422,"score_spread":0.2066957129011277,"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."}}