{"id":"W4376273816","doi":"10.1007/s00376-023-2354-9","title":"Increasing Surface UV Radiation in the Tropics and Northern Mid-Latitudes due to Ozone Depletion after 2010","year":2023,"lang":"en","type":"article","venue":"Advances in Atmospheric Sciences","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ozone layer; Ozone depletion; Ozone; Atmospheric sciences; Environmental science; Northern Hemisphere; Latitude; Stratosphere; Tropics; Nitrous oxide; Montreal Protocol; Middle latitudes; Climatology; Atmosphere (unit); Southern Hemisphere; Meteorology; Chemistry; Geology; Geography; Ecology; Biology","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":[0.0002049678,0.0001877144,0.0002176038,0.0003579951,0.0003180644,0.0006658314,0.0002054243,0.000577207,0.001495324],"category_scores_gemma":[0.0004957414,0.0001093593,0.0004296025,0.0006752933,0.0002005025,0.0003523175,0.0004832135,0.0005800698,0.000225206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007573207,"about_ca_system_score_gemma":0.0007733341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07691515,"about_ca_topic_score_gemma":0.1222241,"domain_scores_codex":[0.9998755,0.00001028355,0.000009053521,0.00003286158,0.00001658938,0.00005565362],"domain_scores_gemma":[0.9996357,0.00002609506,0.0001284171,0.00001922436,0.00008741164,0.0001029952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006729616,0.00005383603,0.9838896,0.000112578,0.0001647227,0.0003310328,0.0005037309,0.0001916019,0.003801518,0.0001297652,0.003185908,0.00696268],"study_design_scores_gemma":[0.000001646593,0.000009526545,0.9989998,0.00000580706,0.00001102486,0.00003439348,0.0001460252,0.00002018313,0.00007791398,0.000009525127,0.000682915,0.000001298028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916375,0.00191501,0.00007738635,0.0009275413,0.000125646,0.000006598641,0.003535209,0.00001558177,0.00175949],"genre_scores_gemma":[0.9953181,0.000692074,0.00004600656,0.0002697207,0.00005485524,0.000007595437,0.002584588,0.000004798109,0.001022132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07691515,"threshold_uncertainty_score":0.1529349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052583865141309,"score_gpt":0.2451359593546696,"score_spread":0.2346101207032565,"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."}}