{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005064501,0.0002802176,0.0002739437,0.000002344869,0.0003137628,0.00002525444,0.001089238,0.0001225134,0.0003966795],"category_scores_gemma":[0.0002227478,0.0001494679,0.0002417729,0.0004769565,0.001053596,0.0001925651,0.0007686688,0.0005426627,0.00006825846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689971,"about_ca_system_score_gemma":0.00004417847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771981,"about_ca_topic_score_gemma":0.0001888755,"domain_scores_codex":[0.9970664,0.0001816526,0.000539368,0.0005716904,0.001012717,0.0006281802],"domain_scores_gemma":[0.9978249,0.00006469042,0.0002056649,0.001666321,0.00001897696,0.0002194512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003319211,0.001301398,0.5801558,0.00005311273,0.00008013505,5.24877e-7,0.002221817,0.05720284,0.328905,0.002191163,0.01255806,0.01499819],"study_design_scores_gemma":[0.0005620947,0.000132884,0.914574,0.0000234222,0.0001314644,0.000006247523,0.0003569542,0.01808498,0.02801621,0.002347701,0.03539686,0.0003672263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939461,0.00009982419,0.002666023,0.00123304,0.0005662625,0.0009124764,0.0000796688,0.00002611453,0.0004704771],"genre_scores_gemma":[0.9991856,0.00006429083,0.0002008471,0.0002166076,0.00003192741,0.00003777545,0.00001383163,0.00002931763,0.000219799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3344181,"threshold_uncertainty_score":0.6095124,"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."}}