{"id":"W1982323276","doi":"10.5194/acp-13-5791-2013","title":"Validation of MIPAS-ENVISAT H <sub>2</sub> O operational data collected between July 2002 and March 2004","year":2013,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Freie Universität Berlin; Ministero dell’Istruzione, dell’Università e della Ricerca; Bundesministerium für Bildung und Forschung; Langley Research Center; National Aeronautics and Space Administration; Agence Nationale de la Recherche; Centre National d’Etudes Spatiales; Karlsruhe Institute of Technology; Canadian Space Agency; Deutsche Forschungsgemeinschaft","keywords":"Stratosphere; Atmospheric sounding; Environmental science; Troposphere; Occultation; Atmospheric sciences; Satellite; Remote sensing; Meteorology; Physics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292518,0.0007832827,0.0003581253,0.0009951845,0.0004381661,0.0006572351,0.0005896181,0.0005368336,0.0005535083],"category_scores_gemma":[0.001212583,0.0001905708,0.0005138749,0.0009121747,0.0003230045,0.0005122151,0.0004330705,0.0003927634,0.0004368409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995641,"about_ca_system_score_gemma":0.0008756421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929184,"about_ca_topic_score_gemma":0.02607254,"domain_scores_codex":[0.9992192,0.0000975164,0.0000670533,0.0002196644,0.0002644524,0.000132124],"domain_scores_gemma":[0.9986039,0.0001113,0.0003214366,0.000258728,0.0005830531,0.0001215795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002411616,0.001102886,0.7672936,0.0003665446,0.0008973388,0.0008024555,0.001159721,0.03314457,0.1033566,0.0006974767,0.01721684,0.07155032],"study_design_scores_gemma":[0.0000721116,0.0001727411,0.9662346,0.00002196768,0.00009449404,0.00009583111,0.0002278203,0.01172476,0.01298794,0.00006405462,0.008269426,0.00003435202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782379,0.0001159248,0.002198384,0.00007252264,0.00005722129,0.0001050119,0.01543267,0.0003123031,0.003468],"genre_scores_gemma":[0.9326549,0.00006882659,0.005861661,0.00009412919,0.00003872925,0.0001492771,0.0601999,0.00006121809,0.0008713243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929184,"threshold_uncertainty_score":0.03835911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149690815239564,"score_gpt":0.210340304745273,"score_spread":0.1953712232213166,"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."}}