{"id":"W2166306637","doi":"10.5194/gmd-3-501-2010","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":"Geoscientific model development","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Troposphere; Data assimilation; Environmental science; Boreal; Climatology; Atmospheric sciences; Meteorology; Chemical transport model; Assimilation (phonology); 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":[0.004075164,0.001427455,0.0007001464,0.000519415,0.0005131327,0.001621968,0.002700443,0.001422551,0.001170817],"category_scores_gemma":[0.004575528,0.0005637183,0.0008082092,0.0005330802,0.0006544,0.001452464,0.0007326915,0.0007959612,0.0004957916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941471,"about_ca_system_score_gemma":0.002736142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1596248,"about_ca_topic_score_gemma":0.07120612,"domain_scores_codex":[0.9994339,0.0001698177,0.00003632553,0.0001441085,0.0001458754,0.00006995234],"domain_scores_gemma":[0.9970868,0.0006402626,0.0002394589,0.0006103412,0.00112875,0.0002943089],"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":[0.0008860675,0.0003625932,0.1086726,0.0002909844,0.0007111803,0.0000551152,0.00008574423,0.7982485,0.006827204,0.002532041,0.008354712,0.07297319],"study_design_scores_gemma":[0.0001570874,0.0001978212,0.02973583,0.00009514196,0.0001413289,0.00001814433,0.0000604401,0.956988,0.004690451,0.0007045025,0.007141676,0.00006955041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94352,0.005798396,0.01718649,0.004404045,0.0002871322,0.0001263915,0.00867449,0.005539462,0.01446351],"genre_scores_gemma":[0.97772,0.0008861139,0.01511327,0.0002995937,0.00008744696,0.00004876085,0.004854101,0.0001877823,0.0008029563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596248,"threshold_uncertainty_score":0.3173913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292983639975607,"score_gpt":0.2202982674247857,"score_spread":0.2073684310250296,"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."}}