{"id":"W3158772301","doi":"","title":"Current status of the ability of the GEMS/MACC models to reproduce the tropospheric CO vertical distribution as measured by MOZAIC","year":2010,"lang":"en","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Troposphere; Boreal; Climatology; Northern Hemisphere; Environmental science; Southern Hemisphere; Atmospheric sciences; Tropospheric ozone; Physical geography; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005083969,0.001577717,0.0007847269,0.0006426981,0.0006257476,0.001951694,0.002939736,0.001781215,0.001312874],"category_scores_gemma":[0.006258181,0.0006776116,0.0009512745,0.0006084598,0.0008483572,0.001948524,0.0008651089,0.0008917608,0.0005799751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826277,"about_ca_system_score_gemma":0.002750824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1341563,"about_ca_topic_score_gemma":0.05492966,"domain_scores_codex":[0.99922,0.0002348761,0.0000555282,0.0002059712,0.000186479,0.00009713574],"domain_scores_gemma":[0.9959077,0.001180227,0.0003716394,0.00089716,0.001310748,0.0003324821],"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":[0.000896155,0.0004254953,0.1132049,0.0003602987,0.0007511734,0.00006442524,0.0001177917,0.7729689,0.006765259,0.003417888,0.007285759,0.09374189],"study_design_scores_gemma":[0.0001566824,0.0002523182,0.03158915,0.0001488826,0.0001799737,0.00002672121,0.00009639917,0.952562,0.005106032,0.001082221,0.008696423,0.0001030686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316118,0.008021621,0.02354236,0.005430644,0.0003301376,0.0001463084,0.007800768,0.005911327,0.01720507],"genre_scores_gemma":[0.9745359,0.001575041,0.01809583,0.0003138426,0.0001217231,0.00005628509,0.00406037,0.0002284667,0.001012602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1341563,"threshold_uncertainty_score":0.2667509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007929080326992436,"score_gpt":0.2213253446383436,"score_spread":0.2133962643113512,"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."}}