{"id":"W4383198226","doi":"10.5194/egusphere-2023-1056-rc3","title":"Comment on egusphere-2023-1056","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":"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":"Aerosol; Dimethyl sulfide; Chemistry; Atmospheric chemistry; Sulfate; Sulfur cycle; Environmental chemistry; Sulfur; Anaerobic oxidation of methane; Methanesulfonic acid; Sulfuric acid; Methane; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00188021,0.0009520598,0.0009922831,0.001319158,0.00303332,0.003913563,0.002251993,0.01597475,0.5258577],"category_scores_gemma":[0.009786546,0.0005113237,0.00157368,0.001579044,0.001342926,0.0025488,0.002250265,0.008447376,0.3602238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825693,"about_ca_system_score_gemma":0.00261086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02266376,"about_ca_topic_score_gemma":0.02909315,"domain_scores_codex":[0.9985441,0.00009999809,0.0001081005,0.0001427919,0.0008267793,0.0002782245],"domain_scores_gemma":[0.9963084,0.0007792177,0.0001590915,0.0003520738,0.001743458,0.0006577359],"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":[0.00003344808,0.00001353317,0.00004874084,0.00003562642,0.000001563099,0.00005702916,0.000006131358,0.000009054745,0.00006669101,0.0003682597,0.9958431,0.003516643],"study_design_scores_gemma":[0.00002999454,0.00001185151,0.0003759515,0.00005641549,0.000001911322,0.00001523506,0.00002560607,0.00002861008,0.0001095131,0.0003392093,0.9989977,0.000007960081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008024846,0.001148256,0.0007107264,0.2020863,0.3588389,0.0008044335,0.01420909,0.004716198,0.4166837],"genre_scores_gemma":[0.003412431,0.0007175309,0.0004930695,0.2200397,0.04294569,0.0003503739,0.004078381,0.001430429,0.7265324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5258577,"threshold_uncertainty_score":0.6763064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357796719033976,"score_gpt":0.2665759430069914,"score_spread":0.2307962711035939,"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."}}