{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009499493,0.0002334905,0.0002040384,0.000003375202,0.0005016116,0.00003147688,0.001013965,0.00007712213,0.0001770291],"category_scores_gemma":[0.0001185765,0.0001267597,0.0001265563,0.0005006621,0.001086685,0.0001208986,0.0008636107,0.0003300894,0.00004307597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195169,"about_ca_system_score_gemma":0.0001591714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005520935,"about_ca_topic_score_gemma":0.000136045,"domain_scores_codex":[0.9967654,0.0001075931,0.000566065,0.0007053234,0.001286687,0.00056898],"domain_scores_gemma":[0.9982376,0.00002848302,0.000161417,0.001356817,0.00002855077,0.0001871771],"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":[0.00008224434,0.0008541775,0.0422435,0.00003002063,0.00002670831,1.848747e-7,0.003573913,0.7357289,0.1761014,0.0005227047,0.006748976,0.03408733],"study_design_scores_gemma":[0.0004292209,0.00003625409,0.3782484,0.00003092744,0.00005552029,0.000003590712,0.0003006039,0.5493221,0.03990331,0.002507402,0.02868219,0.0004804901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060085,0.00004238723,0.09184914,0.0002725857,0.0007496567,0.0007547068,0.00006251405,0.00001516171,0.0002452753],"genre_scores_gemma":[0.9961407,0.0000173036,0.0028618,0.00007699196,0.000006934803,0.00006310017,0.0000223033,0.00001522423,0.0007955983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360049,"threshold_uncertainty_score":0.516911,"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."}}