{"id":"W4213095676","doi":"10.1007/s43630-022-00176-5","title":"Environmental effects of stratospheric ozone depletion, UV radiation, and interactions with climate change: UNEP Environmental Effects Assessment Panel, Update 2021","year":2022,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Division of Environmental Biology; European Regional Development Fund; Manchester Biomedical Research Centre; Linnéuniversitetet; National Natural Science Foundation of China; National Institute for Health and Care Research; Universidad Nacional Autónoma de México; Norges Forskningsråd; Agencia Estatal de Investigación; Helsingin Yliopisto; Science and Technology Commission of Shanghai Municipality; U.S. Environmental Protection Agency; Smithsonian Institution; Naturvårdsverket; Science Foundation Ireland; National Science Foundation","keywords":"Ozone depletion; Ozone layer; Environmental science; Climate change; Ozone; Atmospheric sciences; Climatology; Meteorology; Geography; Ecology; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009051101,0.002750743,0.001273028,0.004804367,0.0008342369,0.002630211,0.004076705,0.002461046,0.004043468],"category_scores_gemma":[0.0103294,0.001196977,0.002433125,0.007231049,0.0007864824,0.001994964,0.002059891,0.002314912,0.001480134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006861097,"about_ca_system_score_gemma":0.01738254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5660321,"about_ca_topic_score_gemma":0.5371618,"domain_scores_codex":[0.9950384,0.0008074127,0.0005610347,0.0001726317,0.003108896,0.0003115899],"domain_scores_gemma":[0.9894711,0.001228729,0.001493949,0.0003562765,0.007010948,0.0004389151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000529671,0.0004043913,0.04301933,0.007536642,0.0009144244,0.0003864332,0.0005348409,0.0111842,0.003420648,0.004653237,0.7005726,0.2268437],"study_design_scores_gemma":[0.0001203163,0.0001069562,0.08669042,0.003490196,0.0005693252,0.0001853295,0.0003174867,0.001395613,0.002716343,0.002507776,0.9017618,0.000138424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0205721,0.212469,0.01749425,0.03118949,0.005965587,0.00668902,0.5991741,0.001535187,0.1049113],"genre_scores_gemma":[0.1349883,0.2723785,0.09320697,0.02456727,0.002037752,0.01049693,0.3923857,0.0007225499,0.06921606],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5660321,"threshold_uncertainty_score":0.8730472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118644884280408,"score_gpt":0.2332313103563084,"score_spread":0.2213668219282676,"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."}}