{"id":"W4387298003","doi":"10.5194/egusphere-2023-1056-ac2","title":"Reply on RC1","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":"Aerosol; Dimethyl sulfide; Chemistry; Sulfate; Atmospheric chemistry; Methanesulfonic acid; Anaerobic oxidation of methane; Sulfur; Sulfur cycle; Environmental chemistry; Methane; Ozone; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002837743,0.0009913363,0.001105495,0.00117574,0.003258966,0.004443502,0.003313377,0.02429312,0.2088812],"category_scores_gemma":[0.02862721,0.0006309358,0.001465594,0.0009231099,0.002253711,0.004077764,0.002776289,0.02226028,0.1484185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003800452,"about_ca_system_score_gemma":0.003764478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007284387,"about_ca_topic_score_gemma":0.008857543,"domain_scores_codex":[0.9971254,0.0005401884,0.0002916556,0.0005528407,0.001050001,0.000439839],"domain_scores_gemma":[0.9920587,0.002291158,0.0003020535,0.0005579214,0.003483446,0.001306788],"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":[0.000009519075,0.0000031425,0.00002564617,0.00001492118,0.000001296086,0.00004954251,0.000009191024,0.000003677856,0.00001791958,0.000242659,0.9973335,0.002288952],"study_design_scores_gemma":[0.00001000936,0.000007039335,0.0001422869,0.00005304316,0.000002477077,0.00006403282,0.00005775748,0.00001696723,0.00005801175,0.0003707365,0.9992095,0.000007962072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002073883,0.002237763,0.0002631548,0.73211,0.2250165,0.0001179192,0.0006543295,0.0005195753,0.03887342],"genre_scores_gemma":[0.002359662,0.00135125,0.0002841324,0.7665375,0.06364782,0.0001713561,0.0002920862,0.0003212261,0.165035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7911188,"threshold_uncertainty_score":0.6987772,"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."}}