{"id":"W4231005831","doi":"10.5194/acpd-10-8515-2010","title":"GOMOS ozone profile validation using ground-based and balloon sonde measurements","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; Universität Bremen; Hokkaido University; University of Bern; National Aeronautics and Space Administration; National Institute of Water and Atmospheric Research; National Research Centre","keywords":"Stratosphere; Environmental science; Altitude (triangle); Ozone; Satellite; Remote sensing; Lidar; Meteorology; Mesosphere; Atmospheric sciences; Physics; Geology","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":[0.0006819909,0.0004031559,0.0002236512,0.0006372672,0.0002273898,0.0003937039,0.0003332406,0.000351544,0.0006235134],"category_scores_gemma":[0.001587071,0.0001087503,0.0003230667,0.0006609235,0.0001179084,0.0004065266,0.0004975726,0.0002361167,0.0003485837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064414,"about_ca_system_score_gemma":0.0003349344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513845,"about_ca_topic_score_gemma":0.01252701,"domain_scores_codex":[0.9996339,0.00006869182,0.00003180238,0.0000883188,0.0001290938,0.00004816335],"domain_scores_gemma":[0.9993153,0.000109446,0.00008939983,0.0001857336,0.0002631639,0.00003706981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001921638,0.0005959249,0.6956708,0.000396802,0.0008994612,0.0006838574,0.0008283459,0.09936094,0.1050448,0.0006736514,0.006403196,0.08752054],"study_design_scores_gemma":[0.0001193768,0.0002263981,0.9247839,0.00005276369,0.00009362007,0.0001189921,0.0002789861,0.04744846,0.02164154,0.0001785596,0.005022245,0.00003507132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920447,0.0000569949,0.00127683,0.00002424654,0.00001339961,0.00002516615,0.005198631,0.0002029385,0.001157012],"genre_scores_gemma":[0.9772739,0.00004663385,0.002655896,0.0000269628,0.000005093215,0.00004140398,0.01949995,0.00004629426,0.0004038157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513845,"threshold_uncertainty_score":0.03010064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05898461642513557,"score_gpt":0.2596268628126134,"score_spread":0.2006422463874779,"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."}}