{"id":"W4242410501","doi":"10.5194/acpd-11-30487-2011","title":"A Multi-sensor Upper Tropospheric Ozone Product (MUTOP) based on TES ozone and GOES water vapor: validation with ozonesondes","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Troposphere; Tropospheric ozone; Environmental science; Ozone; Satellite; Water vapor; Extratropical cyclone; Atmospheric sciences; Polar vortex; Geostationary Operational Environmental Satellite; Mixing ratio; Meteorology; Geostationary orbit; Ozone layer; Climatology; 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":[0.0009303489,0.0005584443,0.0002438473,0.0006380226,0.0002245728,0.0004654468,0.0005683069,0.0003632521,0.0005215582],"category_scores_gemma":[0.001363602,0.000189285,0.0003680898,0.0006582315,0.0001381034,0.0006276533,0.0004852014,0.0002928497,0.0001789655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884101,"about_ca_system_score_gemma":0.0003268244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055716,"about_ca_topic_score_gemma":0.01179172,"domain_scores_codex":[0.9996141,0.00008601086,0.00002717783,0.00009500825,0.0001519433,0.00002578078],"domain_scores_gemma":[0.9995067,0.00008295641,0.0000944197,0.000114074,0.0001701962,0.00003177466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374165,0.0009735188,0.5504383,0.0003864724,0.0009431012,0.0003467575,0.0002880673,0.1758954,0.1381502,0.001098135,0.007203126,0.1229027],"study_design_scores_gemma":[0.0002550928,0.000634963,0.4932538,0.00003974548,0.0001368704,0.0001446006,0.000190478,0.4253083,0.07456453,0.0003265758,0.005086139,0.0000589241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97645,0.0001074334,0.01297072,0.00004044584,0.00003249375,0.000101681,0.007628635,0.0007939689,0.001874625],"genre_scores_gemma":[0.9772107,0.00004166196,0.01462183,0.00001966458,0.000006507847,0.0000616373,0.007659124,0.00006888162,0.000310039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055716,"threshold_uncertainty_score":0.02099144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221036947552127,"score_gpt":0.214764140230863,"score_spread":0.1925537707553417,"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."}}