{"id":"W2602887994","doi":"10.5194/amt-10-3697-2017","title":"Comparison of the GOSAT TANSO-FTS TIR CH <sub>4</sub> volume mixing ratio vertical profiles with those measured by ACE-FTS, ESA MIPAS, IMK-IAA MIPAS, and 16 NDACC stations","year":2017,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Eurostars; Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; University of Toronto; Japan Aerospace Exploration Agency; European Commission; Environment and Climate Change Canada; Nova Scotia Research Innovation Trust; University of Waterloo; Ministry of Business, Innovation and Employment; Ministry of Education, India; H2020 Marie Skłodowska-Curie Actions; Canadian Foundation for Climate and Atmospheric Sciences; Fonds De La Recherche Scientifique - FNRS; Fédération Wallonie-Bruxelles; National Institute of Water and Atmospheric Research","keywords":"Troposphere; Environmental science; Atmospheric Infrared Sounder; Atmospheric sciences; Atmospheric sounding; Mixing ratio; Remote sensing; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007334778,0.0004994255,0.0005410073,0.00000263564,0.0009747679,0.0001526976,0.0008224726,0.000204357,0.0001282914],"category_scores_gemma":[0.0001254,0.000369451,0.0001174317,0.0001924297,0.00130049,0.0005256707,0.0004639754,0.0003542847,0.00001615306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008317434,"about_ca_system_score_gemma":0.00006339703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007212911,"about_ca_topic_score_gemma":0.0004590472,"domain_scores_codex":[0.9963095,0.0001943243,0.0006327024,0.0007100217,0.001568201,0.0005852388],"domain_scores_gemma":[0.998095,0.00003573754,0.0004811336,0.001112199,0.000055841,0.0002200356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001141178,0.0005232769,0.6406674,0.00005727758,0.0001163823,0.00000312315,0.000573363,0.0005370383,0.3007057,0.00006826044,0.01252822,0.04410587],"study_design_scores_gemma":[0.001101068,0.0007606158,0.4120559,0.0003897693,0.0003477845,0.0000162328,0.0006841081,0.01265232,0.5554124,0.0003660833,0.01504335,0.001170348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213682,0.0006693706,0.07342964,0.0008836301,0.0001082515,0.001651335,0.00001545798,0.0002069024,0.001667149],"genre_scores_gemma":[0.9512371,0.0002215256,0.04777668,0.000137626,0.00002806471,0.0002319291,0.00001008609,0.00006764147,0.0002893137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2547068,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069232124666634,"score_gpt":0.2476698816394167,"score_spread":0.2269775603927503,"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."}}