{"id":"W3016407951","doi":"10.5194/acp-20-10611-2020","title":"Global-scale distribution of ozone in the remote troposphere from the ATom and HIPPO airborne field missions","year":2020,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Centre National de la Recherche Scientifique; European Commission; National Oceanic and Atmospheric Administration; University of Manchester; National Aeronautics and Space Administration; National Science Foundation","keywords":"Troposphere; Environmental science; Tropospheric ozone; Atmospheric sciences; Stratosphere; Climatology; Ozone; Northern Hemisphere; Atmosphere (unit); Meteorology; Geology; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00006693321,0.0001319997,0.0001706416,1.247444e-8,0.00012441,0.00003277447,0.000174074,0.00006922022,0.0007527323],"category_scores_gemma":[0.00002057269,0.00008016713,0.0000432793,0.0002663466,0.0001194768,0.00006994794,0.00002106219,0.0001459755,0.00000580549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002979205,"about_ca_system_score_gemma":0.00002551715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326937,"about_ca_topic_score_gemma":0.000133139,"domain_scores_codex":[0.9992656,0.00004092542,0.0001743026,0.0002145322,0.0001427955,0.0001618745],"domain_scores_gemma":[0.9994305,0.0002209679,0.00007235598,0.0001790858,0.00001496575,0.00008208766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001376909,0.00003890915,0.3991477,0.00007906053,0.0000368073,0.00001140722,0.00139155,0.0005981579,0.0002002499,0.00005225018,0.002831778,0.5954744],"study_design_scores_gemma":[0.0008014367,0.0001514176,0.8870223,0.00007318181,0.0001076571,0.00001277778,0.004015736,0.08477309,0.0006864832,0.00544037,0.01657874,0.0003368029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912233,0.001530456,0.001787445,0.002800755,0.00001938321,0.00008675484,0.000162916,0.0000134355,0.002375504],"genre_scores_gemma":[0.9965974,0.0004815395,0.001781102,0.000806618,0.0001430318,4.992451e-7,0.0001430314,0.000002367283,0.00004441234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5951376,"threshold_uncertainty_score":0.8241891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891774598522098,"score_gpt":0.208455484708396,"score_spread":0.1995637101098739,"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."}}