{"id":"W4237654101","doi":"10.5194/amtd-4-4403-2011","title":"Validation of MIPAS IMK/IAA temperature, water vapor, and ozone profiles with MOHAVE-2009 campaign measurements","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Naval Research Laboratory; Office of Naval Research; Bundesministerium für Bildung und Forschung; National Aeronautics and Space Administration","keywords":"Stratosphere; Environmental science; Water vapor; Atmospheric sciences; Tropopause; Ozone; Advanced Microwave Sounding Unit; Hygrometer; Meteorology; Humidity; Microwave; Geography; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708024,0.0008254538,0.0007224118,0.0007308341,0.0006332129,0.0009331524,0.001310805,0.0005507116,0.001025618],"category_scores_gemma":[0.001994238,0.0003509983,0.0007791333,0.0008296347,0.0002107176,0.0008677177,0.001056676,0.0005409239,0.0008756612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009377724,"about_ca_system_score_gemma":0.0007027917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03720253,"about_ca_topic_score_gemma":0.03961525,"domain_scores_codex":[0.9987042,0.0001685915,0.00008616799,0.0004781247,0.0003738929,0.0001889094],"domain_scores_gemma":[0.9986336,0.00009379735,0.0002537903,0.0004376714,0.0004628608,0.0001182811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002556776,0.001119332,0.7805411,0.0003223844,0.001173977,0.0003464933,0.0004650298,0.03523567,0.1035028,0.0005013476,0.01119129,0.06304378],"study_design_scores_gemma":[0.000153795,0.0002269645,0.9373136,0.00003748902,0.000150384,0.0001113209,0.0001491016,0.03380975,0.02296865,0.0000751559,0.004954143,0.00004965091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719595,0.0001446204,0.003926619,0.00008348169,0.00009902328,0.000111525,0.01873131,0.001181227,0.00376265],"genre_scores_gemma":[0.9647179,0.00004769499,0.008048624,0.0000864962,0.0000333374,0.0001242695,0.02632939,0.0001523431,0.000459851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03720253,"threshold_uncertainty_score":0.07397199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207185506136535,"score_gpt":0.2130511869849038,"score_spread":0.1809793319235385,"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."}}