{"id":"W4253153868","doi":"10.1002/essoar.10504414.1","title":"Record-Breaking Increases in Arctic Solar Ultraviolet Radiation Caused by Exceptionally Large Ozone Depletion in 2020","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Sixth Framework Programme; Miljødirektoratet; Environment and Climate Change Canada; European Space Agency; Norges Forskningsråd; Academy of Finland","keywords":"Ozone depletion; Arctic; Ozone; Environmental science; Atmospheric sciences; Ultraviolet radiation; Subarctic climate; The arctic; Climatology; Geography; Meteorology; Oceanography; Physics; Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004772698,0.0002333573,0.0002069435,0.0007867159,0.0003338817,0.0007264418,0.0001644131,0.0003049826,0.0005371852],"category_scores_gemma":[0.0008079061,0.0001144,0.0001971799,0.0009312265,0.0001403715,0.0002761432,0.0003806734,0.000218032,0.0002813546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911808,"about_ca_system_score_gemma":0.0003556121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02842551,"about_ca_topic_score_gemma":0.04066451,"domain_scores_codex":[0.9998566,0.0000153971,0.00001453448,0.00003633773,0.00004080534,0.00003632664],"domain_scores_gemma":[0.9993252,0.00007785401,0.0002318887,0.00005262408,0.0002301225,0.00008226041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003694621,0.00003509804,0.9760854,0.00008225272,0.0001338473,0.0002531985,0.0002911669,0.0009626516,0.006612619,0.0001787674,0.001933913,0.01306172],"study_design_scores_gemma":[0.000001498668,0.00002445122,0.9967262,0.000007713315,0.00001421553,0.00007273561,0.00009805454,0.0004368353,0.0007240477,0.00001947485,0.0018713,0.000003588523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932317,0.0005137824,0.00019461,0.00006609366,0.00004014909,0.000003231746,0.004036021,0.00003762604,0.001876822],"genre_scores_gemma":[0.9926547,0.0002539347,0.0001926461,0.00003397586,0.00003235099,0.000004711584,0.006353877,0.000005332441,0.0004684264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02842551,"threshold_uncertainty_score":0.0565201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265194436376453,"score_gpt":0.2263669876415931,"score_spread":0.2137150432778286,"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."}}