{"id":"W4207055124","doi":"10.1038/s41598-022-05449-8","title":"Persistent extreme ultraviolet irradiance in Antarctica despite the ozone recovery onset","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; National Aeronautics and Space Administration; Agencia Nacional de Investigación y Desarrollo; Institut chilien de l'Antarctique; Corporación de Fomento de la Producción; Deutsche Forschungsgemeinschaft","keywords":"Ozone depletion; Montreal Protocol; Ozone layer; Ozone; Environmental science; Peninsula; Atmospheric sciences; Polar vortex; Irradiance; Climatology; Oceanography; Geography; Geology; Meteorology; Physics","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":[0.002124397,0.0001285026,0.0001566591,0.00003765864,0.001008632,0.000212014,0.0002864288,0.00002595577,0.008107878],"category_scores_gemma":[0.0000653107,0.00009566787,0.0001301423,0.00084557,0.0002471919,0.0001979834,0.00004058766,0.0002575053,0.00009338916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003071948,"about_ca_system_score_gemma":0.0001727324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800311,"about_ca_topic_score_gemma":0.00200257,"domain_scores_codex":[0.9977177,0.0001589493,0.000404067,0.0006202333,0.0006330296,0.000465996],"domain_scores_gemma":[0.9989183,0.00008650092,0.0001925772,0.000667117,0.00002737139,0.0001081569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004565671,0.00006535662,0.9476856,0.00001018451,0.00001801186,0.001282826,0.001117467,0.01376323,0.0001715895,0.000004519943,0.02340668,0.01242888],"study_design_scores_gemma":[0.0002419037,0.0002708262,0.6574307,0.00002948155,0.00004022766,0.002613088,0.00541828,0.006580064,0.00006349986,0.004266369,0.3225408,0.0005048247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987112,0.001126815,0.000009181204,0.0009200961,0.006261166,0.0002568754,0.00003459274,0.00003140715,0.004247866],"genre_scores_gemma":[0.9930611,0.00003539857,0.0002848956,0.0003740892,0.00003687428,0.00001006997,0.0001509271,0.000004484408,0.006042208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2991341,"threshold_uncertainty_score":0.9927989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179319919417189,"score_gpt":0.2059182273737437,"score_spread":0.1841250281795718,"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."}}