{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01450341,0.00143062,0.0006575026,0.0008623242,0.0005850123,0.00147918,0.002019279,0.0008599774,0.001368571],"category_scores_gemma":[0.01068023,0.0004157353,0.001074478,0.001314812,0.0003888134,0.001901934,0.00173107,0.0005946707,0.0003971944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666639,"about_ca_system_score_gemma":0.00190148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02570784,"about_ca_topic_score_gemma":0.01385363,"domain_scores_codex":[0.9965832,0.00220669,0.0001882295,0.0003277351,0.0005114238,0.0001827566],"domain_scores_gemma":[0.9953414,0.001784161,0.0003831431,0.001184223,0.0009759392,0.0003311671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001169021,0.0006329743,0.05884903,0.0002752841,0.001068509,0.0002014277,0.0002153715,0.8628892,0.004505136,0.003761325,0.01037488,0.05605777],"study_design_scores_gemma":[0.0008774186,0.0009481568,0.03411976,0.00009979051,0.0003260355,0.00005192798,0.0002515719,0.9314176,0.0124189,0.002114804,0.01728165,0.00009228462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350786,0.0009383529,0.02718886,0.001197139,0.000338348,0.0005243207,0.01508376,0.004010686,0.01563996],"genre_scores_gemma":[0.9432513,0.0003729207,0.03616248,0.0002200277,0.00004949902,0.0004587056,0.01666892,0.001010362,0.001805824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02570784,"threshold_uncertainty_score":0.07670224,"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."}}