{"id":"W4387298004","doi":"10.5194/egusphere-2023-1056-ac1","title":"Reply on RC3","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; Sulfur; Anaerobic oxidation of methane; Environmental chemistry; Sulfur cycle; 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":[0.002410552,0.0009308751,0.0009805397,0.001046064,0.003017238,0.004273637,0.003055636,0.0209181,0.2423497],"category_scores_gemma":[0.0220119,0.0005372915,0.001483533,0.0008511483,0.001998725,0.00354211,0.002609679,0.0189434,0.1670629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003519262,"about_ca_system_score_gemma":0.00337776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007842602,"about_ca_topic_score_gemma":0.01045917,"domain_scores_codex":[0.9976155,0.0004347157,0.0002368262,0.000448103,0.0008923972,0.0003725552],"domain_scores_gemma":[0.993977,0.001597862,0.0002369415,0.0004606693,0.00265252,0.001074948],"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":[0.00001137242,0.000003366573,0.00002514611,0.00001406771,0.000001358366,0.00004866995,0.000007969989,0.000004198564,0.00002189289,0.0002481998,0.9972228,0.002390984],"study_design_scores_gemma":[0.000009900302,0.000006465263,0.0001201669,0.0000435468,0.000002227928,0.00004848254,0.00004740576,0.00001657875,0.0000575025,0.0003254273,0.9993157,0.00000642458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002418969,0.002343553,0.0003348284,0.6715556,0.2733593,0.0001389068,0.0008729656,0.0007171556,0.05043588],"genre_scores_gemma":[0.002622131,0.001378317,0.0003289126,0.6967376,0.0651596,0.0001728736,0.0003412521,0.0004184675,0.2328409],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7576503,"threshold_uncertainty_score":0.8107406,"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."}}