{"id":"W4413323839","doi":"10.5194/egusphere-2025-2827","title":"Ozone recovery effects on mesospheric dynamics in the southern hemisphere","year":2025,"lang":"en","type":"article","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Antarctic Division; National Centre for Earth Observation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Natural Environment Research Council; Deutsches Klimarechenzentrum; Deutsche Forschungsgemeinschaft; Japan Society for the Promotion of Science; National Aeronautics and Space Administration","keywords":"Southern Hemisphere; Dynamics (music); Atmospheric sciences; Climatology; Environmental science; Atmospheric dynamics; Meteorology; Geography; Physics; Geology; Atmosphere (unit)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802508,0.0002341182,0.0001655165,0.0003412225,0.0002241145,0.0006596746,0.0001808749,0.0002702889,0.0008741802],"category_scores_gemma":[0.0004821948,0.00008276184,0.0003573266,0.0004529596,0.0001299881,0.0002965305,0.0003032454,0.0002470083,0.0001447344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808496,"about_ca_system_score_gemma":0.0004896972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08590757,"about_ca_topic_score_gemma":0.07835639,"domain_scores_codex":[0.9999295,0.0000113831,0.000004050864,0.00002138692,0.00001463854,0.00001899001],"domain_scores_gemma":[0.9998435,0.00002714544,0.00005153314,0.0000199343,0.00002990564,0.00002806386],"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":[0.000297847,0.0001209938,0.9386951,0.00008367186,0.0003766464,0.0002821847,0.0002239374,0.02709551,0.01503381,0.0003710559,0.001974867,0.01544445],"study_design_scores_gemma":[0.00001626467,0.0000405983,0.9796998,0.000009912664,0.00004591339,0.00002395887,0.0001354924,0.01684941,0.00137966,0.00007659975,0.001714057,0.000008327898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977564,0.0001718115,0.0001111836,0.00007408722,0.000006848749,0.000003340623,0.001200362,0.00003949227,0.000636335],"genre_scores_gemma":[0.9984081,0.0001063286,0.00009767002,0.00001685586,0.00000314612,0.000003379849,0.001178167,0.000005534987,0.0001808181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08590757,"threshold_uncertainty_score":0.1708151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004244521155323212,"score_gpt":0.1947640149374514,"score_spread":0.1905194937821282,"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."}}