{"id":"W4322210231","doi":"10.5194/egusphere-egu23-14974","title":"Sensitivities of atmospheric ozone to supersonic emissions above the transatlantic flight corridor","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"NOx; Environmental science; Ozone; Atmospheric sciences; Emission inventory; Ozone layer; Montreal Protocol; Greenhouse gas; Civil aviation; Meteorology; Tropospheric ozone; Aviation; Air quality index; Combustion; Engineering; Chemistry; Geography; Aerospace engineering; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000194167,0.0002912474,0.0003720106,0.00001662583,0.000132258,0.00002351731,0.0006190012,0.0002202266,0.0009802912],"category_scores_gemma":[0.00009981921,0.000184631,0.0001671627,0.0003865931,0.0004066073,0.00005096367,0.0008757886,0.0004358473,0.0005149191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104882,"about_ca_system_score_gemma":0.00002702215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007183351,"about_ca_topic_score_gemma":0.0003245789,"domain_scores_codex":[0.9983793,0.00004994697,0.0003242478,0.0005183008,0.0003599813,0.0003682183],"domain_scores_gemma":[0.9988264,0.0002313726,0.00009106089,0.0007596222,0.00001022324,0.00008131552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002841212,0.0008925453,0.04228113,0.0008384475,0.0005722413,0.0005416912,0.02251851,0.305653,0.2664967,0.002838548,0.2569277,0.1001553],"study_design_scores_gemma":[0.002622802,0.001822782,0.2027245,0.003032719,0.001125366,0.0002290807,0.06272326,0.07886401,0.3829468,0.1043566,0.1506179,0.008934163],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7775239,0.0002518754,0.1842204,0.01964824,0.001141158,0.002241306,0.0001595845,0.001883989,0.01292953],"genre_scores_gemma":[0.9625455,0.0003274226,0.01697701,0.0002560533,0.00003727889,0.00008651945,0.00001032396,0.00004642071,0.0197135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.226789,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283982934443887,"score_gpt":0.2438406837580063,"score_spread":0.2210008544135674,"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."}}