{"id":"W4280499099","doi":"10.1029/2022gl098485","title":"Variations in Vertical CO/CO<sub>2</sub> Profiles in the Martian Mesosphere and Lower Thermosphere Measured by the ExoMars TGO/NOMAD: Implications of Variations in Eddy Diffusion Coefficient","year":2022,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Astrofísica de Andalucía; Ministerio de Ciencia e Innovación; Canadian Space Agency; UK Space Agency; Belgian Federal Science Policy Office; Fonds De La Recherche Scientifique - FNRS; Japan Society for the Promotion of Science; Ministerio de Ciencia, Innovación y Universidades; National Aeronautics and Space Administration","keywords":"Eddy diffusion; Thermosphere; Martian; Atmospheric sciences; Mars Exploration Program; Southern Hemisphere; Mesosphere; Northern Hemisphere; Altitude (triangle); Latitude; Atmosphere of Mars; Diffusion; Geology; Nadir; Atmosphere (unit); Environmental science; Geophysics; Astrobiology; Physics; Climatology; Ionosphere; Geodesy; Stratosphere; Meteorology; Turbulence; Astronomy; Thermodynamics; Satellite","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111441,0.0001135177,0.000148748,0.00007031539,0.0004345446,0.00007471209,0.0004176293,0.00002477824,0.00006905714],"category_scores_gemma":[0.00004809349,0.00008096285,0.00004471312,0.001076607,0.0002184835,0.0001789443,0.0001115396,0.0005884859,0.00002351552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008070586,"about_ca_system_score_gemma":0.0001158087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136332,"about_ca_topic_score_gemma":0.0002595578,"domain_scores_codex":[0.9974626,0.0008000387,0.0002866559,0.0003099245,0.0007123877,0.0004283848],"domain_scores_gemma":[0.9988623,0.0006564428,0.00004434185,0.0003369746,0.0000407043,0.00005929646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002705457,0.003504705,0.1148564,0.00001965603,0.00004861202,0.00001217459,0.0112035,0.008146442,0.7888673,0.03823707,0.02252649,0.01230714],"study_design_scores_gemma":[0.001008577,0.0002299524,0.9502631,0.00002441389,0.00001245942,0.000001258499,0.004390984,0.03524196,0.00203194,0.005619777,0.0009425813,0.0002329541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818276,0.00002082498,0.0009833886,0.01603914,0.00002696184,0.0007194144,0.0001212156,0.000005675377,0.0002558217],"genre_scores_gemma":[0.9988582,0.000003199378,0.00002308994,0.0002998308,0.00004120555,0.0004619023,0.0002959708,0.000007957023,0.000008603363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8354067,"threshold_uncertainty_score":0.334221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168661803182788,"score_gpt":0.2736973132991312,"score_spread":0.2520106952673033,"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."}}