{"id":"W4387340701","doi":"10.1029/2022ea002649","title":"Validation of Version 1.3 Ozone Measured by the SOFIE Instrument","year":2023,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; National Aeronautics and Space Administration","keywords":"Altitude (triangle); Occultation; Aeronomy; Environmental science; Atmospheric sciences; Atmospheric sounding; Mesosphere; Ozone; Latitude; Northern Hemisphere; Meteorology; Atmosphere (unit); Stratosphere; Geodesy; Geology; Physics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006801036,0.00005670011,0.00006899091,0.00001694643,0.0003293552,0.00005076231,0.0001578129,0.00001904562,0.0003063658],"category_scores_gemma":[0.0000524646,0.00003554248,0.00001621706,0.0007363699,0.0003508329,0.0002313103,0.00001987989,0.00005032392,0.0001706162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001211428,"about_ca_system_score_gemma":0.00005285851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000519832,"about_ca_topic_score_gemma":0.00008610991,"domain_scores_codex":[0.9990994,0.00002532711,0.00008561212,0.0001637196,0.0004127623,0.0002131659],"domain_scores_gemma":[0.9996679,0.00004550888,0.00004950281,0.000125649,0.00003148703,0.0000799824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006277501,0.00001978223,0.819976,0.00002910624,0.00001145259,0.000004186288,0.001781811,0.002139506,0.02690309,0.0002624254,0.007394053,0.1414159],"study_design_scores_gemma":[0.000353675,0.0002459257,0.9333343,0.0000192318,0.00001134476,0.000006667926,0.001941713,0.01537533,0.0369045,0.0003508306,0.01128874,0.0001677291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949817,0.0001667136,0.00003616461,0.001161554,0.0001532032,0.00007623986,0.00001520356,0.0000251849,0.003384033],"genre_scores_gemma":[0.9989312,0.0001733992,0.0001833794,0.00005908937,0.00001337109,2.95853e-7,0.00001107419,9.034192e-7,0.0006272423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412481,"threshold_uncertainty_score":0.3354491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571892482063041,"score_gpt":0.2106325530541148,"score_spread":0.1949136282334844,"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."}}