{"id":"W4390740326","doi":"10.5194/egusphere-2023-2764-cc1","title":"Comment on egusphere-2023-2764","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Academy of Sciences; Japan Agency for Marine-Earth Science and Technology; National Park Service; Ministry of Science and ICT, South Korea; University of California, Davis; U.S. Environmental Protection Agency; National Research Foundation of Korea; Korea Polar Research Institute; National Research Foundation; National Oceanic and Atmospheric Administration; Desert Research Institute","keywords":"Mixing ratio; Environmental science; Atmospheric sciences; Arctic; Range (aeronautics); Mass concentration (chemistry); Chemistry; Oceanography; Geology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001397154,0.000908472,0.0008343525,0.00127632,0.002708149,0.002978456,0.002169645,0.01664715,0.4786402],"category_scores_gemma":[0.01035614,0.0004857884,0.001102277,0.001362838,0.001317248,0.002727102,0.002212513,0.00844102,0.3621399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240763,"about_ca_system_score_gemma":0.001953299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754662,"about_ca_topic_score_gemma":0.0207598,"domain_scores_codex":[0.9988702,0.0000862778,0.0001075346,0.0001348806,0.0005965162,0.0002044808],"domain_scores_gemma":[0.9964569,0.0007705879,0.0001570573,0.0003084064,0.001669898,0.0006371405],"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":[0.0000181485,0.00001011192,0.00004896391,0.00002237636,9.357299e-7,0.00006475156,0.000006644687,0.000005881664,0.00004553817,0.0002519111,0.9958639,0.00366087],"study_design_scores_gemma":[0.00001574631,0.000009213482,0.0002656121,0.00005182043,0.000001199407,0.00002011036,0.00003211448,0.00001882955,0.00006621243,0.0002545005,0.9992586,0.000005953234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007113586,0.0009769785,0.0006785168,0.257363,0.3417413,0.0007073274,0.006747429,0.003812712,0.3872614],"genre_scores_gemma":[0.002782061,0.0006969618,0.0003838567,0.2538582,0.04492604,0.0003542187,0.002040717,0.0009101407,0.6940477],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4786402,"threshold_uncertainty_score":0.7436565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388043042353892,"score_gpt":0.248843227349285,"score_spread":0.2349627969257461,"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."}}