{"id":"W4387310914","doi":"10.5194/egusphere-2023-1056-ac3","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","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; Atmospheric chemistry; Methanesulfonic acid; Anaerobic oxidation of methane; Sulfur cycle; Sulfur; Sulfuric acid; Environmental chemistry; Methane; Ozone; Inorganic chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361909,0.0009770213,0.0009849581,0.001065339,0.002972732,0.004357336,0.002955537,0.02017832,0.238704],"category_scores_gemma":[0.02234718,0.0005546932,0.00136881,0.0008079296,0.001968882,0.003687313,0.002625235,0.01880171,0.1661629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00325026,"about_ca_system_score_gemma":0.003069094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006385512,"about_ca_topic_score_gemma":0.008173591,"domain_scores_codex":[0.997564,0.0004358493,0.0002259902,0.0004734543,0.0009353512,0.0003655168],"domain_scores_gemma":[0.9940971,0.001610075,0.0002255044,0.0004641384,0.002545336,0.001057761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001114654,0.000003467336,0.00002539485,0.00001425474,0.000001362992,0.00005026966,0.000008011086,0.000004278218,0.00002105212,0.0002657564,0.997101,0.002494041],"study_design_scores_gemma":[0.000009364129,0.000006132812,0.0001244561,0.00003936333,0.000002095868,0.000050072,0.00004565291,0.0000171916,0.00005788585,0.0003205658,0.9993209,0.000006348238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002590292,0.002311673,0.000328092,0.6495217,0.2910542,0.0001430752,0.0008423426,0.0006839975,0.05485579],"genre_scores_gemma":[0.002802572,0.00138511,0.0003216403,0.6641566,0.07495376,0.0001915864,0.000357086,0.0004296571,0.255402],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.238704,"threshold_uncertainty_score":0.7985446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800443739777595,"score_gpt":0.2670451887122753,"score_spread":0.2290407513144993,"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."}}