{"id":"W4226303471","doi":"10.1029/2021jd035764","title":"Global Atmospheric OCS Trend Analysis From 22 NDACC Stations","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Eurostars; Canadian Space Agency; Science Mission Directorate; Sorbonne Université; Environment and Climate Change Canada; Universität Bremen; Natural Sciences and Engineering Research Council of Canada; Civil Aviation Administration of China; Bundesministerium für Wirtschaft und Energie; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Office of Polar Programs; Conseil Régional, Île-de-France; Fonds De La Recherche Scientifique - FNRS; University of Toronto; Bundesministerium für Bildung und Forschung; National Oceanic and Atmospheric Administration; Deutsche Forschungsgemeinschaft; Ministry of Business, Innovation and Employment; Antarctica New Zealand; Fédération Wallonie-Bruxelles; National Aeronautics and Space Administration; National Science Foundation","keywords":"Troposphere; Stratosphere; Environmental science; Atmospheric sciences; Trace gas; Climatology; Latitude; Carbonyl sulfide; Northern Hemisphere; Sulfur; Geology; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001032394,0.0002184705,0.0005995792,0.00001160031,0.0008999836,0.000209212,0.0009617004,0.00005799104,0.04223577],"category_scores_gemma":[0.0002232979,0.0001777049,0.0005460616,0.004732373,0.0002504636,0.0004378416,0.0001461476,0.0008669601,0.0001806951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091364,"about_ca_system_score_gemma":0.0004439651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01809687,"about_ca_topic_score_gemma":0.006179134,"domain_scores_codex":[0.9946952,0.0008661425,0.0006876452,0.0003709134,0.002587737,0.0007923947],"domain_scores_gemma":[0.9976095,0.0009136151,0.0003771043,0.0003754629,0.0002907801,0.000433538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006938574,0.0003885518,0.8099544,0.000008035003,0.001453623,0.000431934,0.0003709795,0.0787641,0.00002697112,0.0002395723,0.02349394,0.08417404],"study_design_scores_gemma":[0.0006578156,0.001311043,0.9270631,0.000007125373,0.0003330237,0.00001812795,0.003463889,0.02762544,0.000004848041,0.009758275,0.02951879,0.0002384859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902511,0.001715465,0.000646864,0.0006327209,0.0002849228,0.0001191376,0.00052555,0.00002358862,0.005800655],"genre_scores_gemma":[0.9917585,0.0001561699,0.006458153,0.0001462995,0.0004131989,0.000003602255,0.0001081049,0.000008674364,0.0009472676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171087,"threshold_uncertainty_score":0.9884417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826488720018459,"score_gpt":0.3122130461410398,"score_spread":0.2839481589408552,"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."}}