{"id":"W2576480549","doi":"10.5194/amt-10-2989-2017","title":"Comparison of global datasets of sodium densities in the mesosphere and lower thermosphere from GOMOS, SCIAMACHY and OSIRIS measurements and WACCM model simulations from 2008 to 2012","year":2017,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Natural Environment Research Council; Universität Greifswald; Natural Sciences and Engineering Research Council of Canada; Universität Bremen; Tekes; Centre National d’Etudes Spatiales; Goddard Space Flight Center; Sight Research UK; National Science Foundation; European Space Agency; National Aeronautics and Space Administration; National Center for Atmospheric Research","keywords":"Mesopause; SCIAMACHY; Thermosphere; Mesosphere; Atmospheric sciences; Environmental science; Atmosphere (unit); Stratosphere; Equator; Climatology; Stratopause; Altitude (triangle); Latitude; Meteorology; Physics; Geology; Ionosphere; Troposphere; Astronomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004215756,0.0003385173,0.0005627415,0.000002521784,0.0002758189,0.0001410253,0.0004687602,0.0001086493,0.0001293566],"category_scores_gemma":[0.00003540048,0.0002789071,0.00005819106,0.00009860522,0.000240698,0.0003899879,0.000291091,0.0001622322,0.000001011373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006420074,"about_ca_system_score_gemma":0.00009937075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313612,"about_ca_topic_score_gemma":0.004863854,"domain_scores_codex":[0.998003,0.0001095842,0.0005589189,0.0004472119,0.0005934854,0.0002878033],"domain_scores_gemma":[0.9983764,0.00006678843,0.0004253222,0.0008184527,0.0002100353,0.0001029969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001946712,0.0004586752,0.9228802,0.00004702273,0.0002813807,0.000001330722,0.00125588,0.000614721,0.005453296,0.0009317272,0.009574908,0.05830614],"study_design_scores_gemma":[0.004483269,0.001015446,0.7769747,0.00124047,0.001128206,0.000001686446,0.005911326,0.1357219,0.02058837,0.04658211,0.004091077,0.002261403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757643,0.001711334,0.01824239,0.000239005,0.00006880259,0.0008721285,0.000820433,0.00003519329,0.002246425],"genre_scores_gemma":[0.9648706,0.00003596941,0.03480018,0.00008984994,0.00005092006,0.00003939073,0.00007084873,0.00002276671,0.00001947517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1459056,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077224688900674,"score_gpt":0.3064577815690029,"score_spread":0.2656855346799961,"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."}}