{"id":"W4392959632","doi":"10.5194/acp-24-3379-2024","title":"Contribution of expanded marine sulfur chemistry to the seasonal variability of dimethyl sulfide oxidation products and size-resolved sulfate aerosol","year":2024,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dimethyl sulfide; Methanesulfonic acid; Aerosol; Chemistry; Sulfate; Sulfur cycle; Sulfur; Environmental chemistry; Atmospheric chemistry; Sulfuric acid; Dimethylsulfoniopropionate; Ozone; Inorganic chemistry; 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":[0.0002878645,0.0005368399,0.0002242711,0.0002943899,0.0001918124,0.0003842084,0.0004688934,0.0003713314,0.0005807849],"category_scores_gemma":[0.0004768783,0.0001948934,0.0004750775,0.0002344571,0.0001680864,0.0003737333,0.0003323507,0.0003073519,0.000118058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006757263,"about_ca_system_score_gemma":0.0003112805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02602256,"about_ca_topic_score_gemma":0.01381645,"domain_scores_codex":[0.9999291,0.00001050674,0.000004555411,0.00002702774,0.00001842134,0.00001040205],"domain_scores_gemma":[0.999848,0.00004549756,0.00002412652,0.00002037554,0.00003733252,0.00002468955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180867,0.0002820385,0.5314029,0.0001789761,0.000530792,0.0005209123,0.0002012362,0.197159,0.2497964,0.00135223,0.001070554,0.01632403],"study_design_scores_gemma":[0.00008179629,0.0002359087,0.361888,0.00001232022,0.0001176376,0.00007537037,0.00009259316,0.5926472,0.0427084,0.0004763,0.001623208,0.00004133605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980635,0.00008510485,0.0007060331,0.00004678788,0.000009940446,0.000007350682,0.000503535,0.00006968628,0.0005079815],"genre_scores_gemma":[0.9990519,0.00004379577,0.0003040635,0.000008874929,0.000003301812,0.000004349469,0.0004460019,0.00001010215,0.0001275311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602256,"threshold_uncertainty_score":0.0517422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005942632665688786,"score_gpt":0.202597335488661,"score_spread":0.1966547028229722,"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."}}