{"id":"W4400549714","doi":"10.5194/acp-24-7927-2024","title":"Exploring ozone variability in the upper troposphere and lower stratosphere using dynamical coordinates","year":2024,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"International Space Science Institute","keywords":"Stratosphere; Tropopause; Troposphere; Atmospheric sciences; Extratropical cyclone; Environmental science; Latitude; Climatology; Altitude (triangle); 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":[0.0003338556,0.0003250535,0.0002473736,0.001217038,0.0002390959,0.0006694391,0.0002713977,0.0001972396,0.0006133076],"category_scores_gemma":[0.0007532836,0.00009205312,0.0004744213,0.001415303,0.0001079608,0.0002883655,0.000572042,0.0002206066,0.0002134239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167707,"about_ca_system_score_gemma":0.0003555737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0401521,"about_ca_topic_score_gemma":0.05563205,"domain_scores_codex":[0.9997852,0.00006066473,0.00001126692,0.00007953137,0.000030885,0.00003243407],"domain_scores_gemma":[0.9997221,0.00006066812,0.00006399831,0.00004526312,0.00007222294,0.00003581693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003116255,0.0001975511,0.8790727,0.0002694385,0.000827547,0.0002240812,0.0004572889,0.04661634,0.01455226,0.001831994,0.009869451,0.04576967],"study_design_scores_gemma":[0.00002023286,0.00005640084,0.9409987,0.00003077291,0.0001050823,0.00004688784,0.0002797656,0.04984928,0.0016612,0.0003555361,0.006572697,0.00002339734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700992,0.000561691,0.003889136,0.0001236911,0.00003176762,0.00002002413,0.02373734,0.0001940778,0.00134297],"genre_scores_gemma":[0.9521375,0.0002024666,0.005275455,0.00002062343,0.00002882249,0.00002651343,0.0419231,0.00002339083,0.0003622375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0401521,"threshold_uncertainty_score":0.07983679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080878559802273,"score_gpt":0.2234577996561589,"score_spread":0.2026490140581362,"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."}}