{"id":"W4220886695","doi":"10.5194/amt-2022-43-rc1","title":"Comment on amt-2022-43","year":2022,"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":"Eurostars; Canadian Space Agency; U.S. Geological Survey; Natural Sciences and Engineering Research Council of Canada; European Centre for Medium-Range Weather Forecasts; Sorbonne Université; European Organization for the Exploitation of Meteorological Satellites; Centre National d’Etudes Spatiales; Université de La Réunion; Japan Aerospace Exploration Agency; Environment and Climate Change Canada; Universität Bremen; Centre National de la Recherche Scientifique; Korea Meteorological Administration; Guangdong Academy of Sciences; University of Leicester; National Oceanic and Atmospheric Administration; Deutsche Forschungsgemeinschaft; National Centre for Earth Observation; National Geospatial-Intelligence Agency; Conseil Régional, Île-de-France; National Aeronautics and Space Administration","keywords":"Span (engineering); Carbon monoxide; Trace gas; Environmental science; Meteorology; Physics; Chemistry; Organic chemistry; 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":[0.002092745,0.0009062423,0.001125347,0.001354864,0.002798857,0.004954789,0.002539048,0.02074866,0.1831358],"category_scores_gemma":[0.01500747,0.0004844635,0.001770918,0.001646076,0.001484448,0.002336872,0.001745815,0.01285221,0.1797343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003635873,"about_ca_system_score_gemma":0.003492334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02495252,"about_ca_topic_score_gemma":0.02465653,"domain_scores_codex":[0.9980028,0.0001606707,0.0001756191,0.0002368319,0.00108018,0.0003438995],"domain_scores_gemma":[0.995236,0.0009970756,0.0002774996,0.000398294,0.00242002,0.000671123],"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":[0.00002924865,0.000008913802,0.0000507283,0.00003079683,0.000001905826,0.00006125072,0.000009176833,0.000008152188,0.00006951579,0.0003901049,0.9971079,0.002232317],"study_design_scores_gemma":[0.0000218617,0.0000124752,0.0006138866,0.00007170754,0.000003328815,0.00002895863,0.00002925118,0.00004483249,0.0001074236,0.0004134591,0.9986427,0.00001001092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006296331,0.001424481,0.0006587328,0.3511211,0.4634356,0.0004710879,0.008349266,0.003337037,0.170573],"genre_scores_gemma":[0.00416895,0.001035455,0.0006542992,0.4856274,0.0895431,0.0005606698,0.002919414,0.001077208,0.4144135],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1831358,"threshold_uncertainty_score":0.6126504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360998797800321,"score_gpt":0.24077592556038,"score_spread":0.2271659375823768,"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."}}