{"id":"W1995798918","doi":"10.5194/amt-7-3971-2014","title":"Validation of MIPAS IMK/IAA V5R_O3_224 ozone profiles","year":2014,"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 Toronto; University of Saskatchewan","funders":"Iran Telecommunication Research Center; Tekes; Japan Aerospace Exploration Agency; Centre National d’Etudes Spatiales; National Aeronautics and Space Administration; European Space Agency; National Institute of Information and Communications Technology; Canadian Space Agency; Jet Propulsion Laboratory; Deutsche Forschungsgemeinschaft","keywords":"Occultation; SCIAMACHY; Stratosphere; Environmental science; Atmospheric sounding; Troposphere; Atmospheric sciences; Depth sounding; Ozone; Satellite; Nadir; Remote sensing; Meteorology; Geology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243744,0.0008074055,0.0005879796,0.001001911,0.0006238026,0.000880942,0.001305951,0.0007139239,0.0008530868],"category_scores_gemma":[0.001537782,0.0002776916,0.0009475839,0.001086307,0.0002235741,0.0007573651,0.0008033886,0.0006576966,0.0008000745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009703452,"about_ca_system_score_gemma":0.0008552146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02897377,"about_ca_topic_score_gemma":0.01636682,"domain_scores_codex":[0.9990262,0.0001391297,0.00005970203,0.000277719,0.0003715756,0.0001257309],"domain_scores_gemma":[0.9990162,0.00005529289,0.0001247924,0.0003118246,0.0004292782,0.00006257898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003220773,0.002804631,0.4680164,0.0007141868,0.001658537,0.00051068,0.0006918057,0.1602261,0.1652099,0.001360618,0.01935184,0.1762345],"study_design_scores_gemma":[0.0004308767,0.0005009106,0.7312237,0.00009815208,0.0003290944,0.0001627984,0.0002809241,0.1724856,0.07694741,0.000393568,0.01701296,0.0001339052],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465005,0.0003850643,0.01239678,0.0001105025,0.0001044568,0.0002854656,0.03318179,0.002607657,0.004427686],"genre_scores_gemma":[0.9469689,0.00009476733,0.01924738,0.00009849715,0.00002779676,0.0001910847,0.03246184,0.0002868335,0.0006229149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02897377,"threshold_uncertainty_score":0.05761021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115782440906369,"score_gpt":0.2181755735325201,"score_spread":0.1970177491234564,"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."}}