{"id":"W4312119973","doi":"10.5194/egusphere-2022-1331-rc2","title":"Comment on egusphere-2022-1331","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":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Jet Propulsion Laboratory; California Institute of Technology; Environment and Climate Change Canada; University of Toronto; Connaught Fund; Canadian Foundation for Climate and Atmospheric Sciences; Ontario Innovation Trust; Government of Canada; National Aeronautics and Space Administration; Nova Scotia Research Innovation Trust","keywords":"Suns in alchemy; Environmental science; Trace gas; Satellite; SCIAMACHY; Atmospheric sciences; Meteorology; Remote sensing; Troposphere; Physics; Geology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001977871,0.00107263,0.0009964117,0.001294096,0.002802643,0.003828959,0.002334287,0.02024471,0.2436773],"category_scores_gemma":[0.01239151,0.0005271515,0.001397647,0.001457572,0.001509764,0.002762187,0.002119583,0.01113,0.1824052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233402,"about_ca_system_score_gemma":0.002711201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02817633,"about_ca_topic_score_gemma":0.02728406,"domain_scores_codex":[0.9982858,0.0001202824,0.0001473371,0.0001933052,0.0009540641,0.0002991496],"domain_scores_gemma":[0.9957234,0.0009400806,0.0002083082,0.000416435,0.002151928,0.0005599076],"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":[0.00002160205,0.00000793142,0.00005089214,0.00002539881,0.000001524847,0.00005729061,0.00000824606,0.000006953806,0.00005787407,0.0003686063,0.9974391,0.001954609],"study_design_scores_gemma":[0.00002029111,0.000009722771,0.0004436614,0.00005853552,0.00000224991,0.00001866201,0.0000312221,0.00002761381,0.0001182111,0.0003895352,0.9988711,0.000009169306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000681871,0.001136826,0.000841552,0.3507253,0.4480225,0.0005557077,0.01106496,0.003837874,0.1831334],"genre_scores_gemma":[0.003865081,0.0008377219,0.0005885041,0.4824457,0.07008217,0.000391569,0.003552343,0.001334904,0.436902],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2436773,"threshold_uncertainty_score":0.8151816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303957893260148,"score_gpt":0.2398888363195772,"score_spread":0.2268492573869758,"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."}}