{"id":"W2161205508","doi":"10.5194/acp-14-10845-2014","title":"The AeroCom evaluation and intercomparison of organic aerosol in global models","year":2014,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":536,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"SLAC National Accelerator Laboratory; Pacific Northwest National Laboratory; Natural Environment Research Council; Goddard Space Flight Center; Office of Science; Norges Forskningsråd; Cabinet Office, Government of Japan; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Energy; European Commission; National Oceanic and Atmospheric Administration; Sight Research UK; University Corporation for Atmospheric Research; Battelle; Department for Environment, Food and Rural Affairs, UK Government; National Aeronautics and Space Administration; Met Office; Deutsches Klimarechenzentrum; National Center for Atmospheric Research; National Science Foundation","keywords":"Aerosol; Environmental science; Climatology; Meteorology; Atmospheric sciences; Geography; Geology","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":[0.0002573729,0.0001396535,0.0001820496,2.837162e-8,0.0001125608,0.00004137254,0.0001382285,0.00006777645,0.0002483476],"category_scores_gemma":[0.00002886296,0.0001070321,0.00002784009,0.0001643732,0.0001702251,0.0001201845,0.00002059168,0.0001141534,0.000002625631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008925301,"about_ca_system_score_gemma":0.00003606916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002128648,"about_ca_topic_score_gemma":0.0001161911,"domain_scores_codex":[0.9991538,0.00003981625,0.0002167443,0.0002259308,0.0001818322,0.0001818756],"domain_scores_gemma":[0.9994721,0.0001430857,0.00009559487,0.0001805009,0.00003863917,0.00007003643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009314303,0.00005212257,0.2032343,0.0001513831,0.0000341291,7.581569e-7,0.000353932,0.01366077,0.004574433,0.00006986847,0.0001073406,0.7776678],"study_design_scores_gemma":[0.0008600175,0.00005130677,0.03030254,0.00006381662,0.00004181297,0.00001291299,0.0004162146,0.9464166,0.008605381,0.01254505,0.0003978433,0.0002865213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895527,0.001010079,0.001769816,0.00004464464,0.00002931202,0.00009688532,0.00000549141,0.00001158227,0.00747954],"genre_scores_gemma":[0.9982265,0.0001417093,0.001352567,0.0000259302,0.00007507555,0.000002329518,0.00002005651,0.000002671896,0.0001531603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9327558,"threshold_uncertainty_score":0.4364644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091605768932393,"score_gpt":0.2228770602286487,"score_spread":0.2119610025393248,"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."}}