{"id":"W4207083977","doi":"10.5194/amt-2021-329-rc2","title":"Comment on amt-2021-329","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Indian Institute of Science Education and Research Mohali; Institut Polaire Français Paul Emile Victor; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Netherlands Space Office; Centre National de la Recherche Scientifique; National Oceanic and Atmospheric Administration; Belgian Federal Science Policy Office; National Aeronautics and Space Administration; Carnegie Corporation of New York; European Space Agency; Institut national des sciences de l'Univers; Ulsan National Institute of Science and Technology; Environment and Climate Change Canada; European Commission; Centre National d’Etudes Spatiales","keywords":"Span (engineering); Radiance; Troposphere; Meteorology; Albedo (alchemy); Environmental science; Remote sensing; Calibration; Satellite; Mathematics; Physics; Statistics; Geography; Engineering","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":[0.001746157,0.0007597245,0.0008933086,0.0009678192,0.002256491,0.004141981,0.002103743,0.01937541,0.2640761],"category_scores_gemma":[0.01346392,0.00038594,0.001628287,0.001044798,0.001171312,0.002178728,0.00166501,0.009888712,0.2255985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792835,"about_ca_system_score_gemma":0.003068101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01509178,"about_ca_topic_score_gemma":0.01667996,"domain_scores_codex":[0.9983558,0.0001429236,0.0001412929,0.000172714,0.0008656778,0.0003215296],"domain_scores_gemma":[0.9960274,0.0008756296,0.0002335383,0.0003000608,0.001833081,0.0007304162],"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":[0.00002560778,0.000008646455,0.0000451205,0.0000340873,0.000001198264,0.00007017887,0.000007680707,0.000007638259,0.00005941819,0.0003346688,0.9970816,0.002324101],"study_design_scores_gemma":[0.00001993035,0.00001404225,0.0004344186,0.00007732991,0.000002170002,0.00003281438,0.00003141243,0.00003137896,0.00008001504,0.0003355251,0.9989329,0.000007925919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007179436,0.001363362,0.000591967,0.3502682,0.38716,0.0007002986,0.00867754,0.002982723,0.2475379],"genre_scores_gemma":[0.003740306,0.0009437919,0.0004759653,0.4064524,0.06749581,0.0005647379,0.002794649,0.0007562589,0.516776],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2640761,"threshold_uncertainty_score":0.8834227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965728808509573,"score_gpt":0.2628773926966816,"score_spread":0.2332201046115859,"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."}}