{"id":"W3088278557","doi":"10.5194/amt-14-557-2021","title":"Accounting for the photochemical variation in stratospheric NO <sub>2</sub> in the SAGE III/ISS solar occultation retrieval","year":2021,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Human Exploration and Operations Mission Directorate; Canadian Space Agency; Science Mission Directorate; European Space Agency; National Aeronautics and Space Administration; National Science Foundation; Swedish National Space Agency; National Center for Atmospheric Research","keywords":"Sunrise; Sunset; Stratosphere; Occultation; Solar zenith angle; Atmospheric sciences; Nitrogen dioxide; Environmental science; Terminator (solar); Meteorology; Physics; Optics; Ionosphere; Astrophysics; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002759228,0.000245342,0.000261422,0.000002756058,0.0002405298,0.0001853539,0.0003898592,0.0001570582,0.0002259245],"category_scores_gemma":[0.0004509159,0.0001650319,0.0001078261,0.0009691621,0.00005764647,0.0003344672,0.00002023592,0.0003278482,0.00001955542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006406668,"about_ca_system_score_gemma":0.0001969164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008183994,"about_ca_topic_score_gemma":0.001668128,"domain_scores_codex":[0.9974831,0.0002216195,0.0005664246,0.0004311881,0.0008229387,0.0004747829],"domain_scores_gemma":[0.9987792,0.0003643959,0.0002154686,0.0003505423,0.0002478212,0.00004258963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009690366,0.0005865063,0.1638776,0.0003146009,0.0001856087,0.0001070769,0.004954556,0.002140133,0.4644168,0.0001792817,0.003206527,0.3590622],"study_design_scores_gemma":[0.002741164,0.0006590076,0.6071326,0.0005052206,0.00024359,0.00005165342,0.005823564,0.1201296,0.2475443,0.003122285,0.01059117,0.001455921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517621,0.001803443,0.04124872,0.0005799907,0.0002617351,0.002207055,0.00001326164,0.0001824652,0.001941232],"genre_scores_gemma":[0.9846098,0.0004772022,0.01375704,0.0008403307,0.0001542207,0.00009354171,0.00004126718,0.00001217768,0.00001445919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4432549,"threshold_uncertainty_score":0.6729807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194112692374334,"score_gpt":0.2276208750495929,"score_spread":0.2082096058121595,"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."}}