{"id":"W2121839689","doi":"10.5194/acp-11-7533-2011","title":"Projections of UV radiation changes in the 21st century: impact of ozone recovery and cloud effects","year":2011,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Environment and Climate Change Canada","funders":"Scheme for Promotion of Academic and Research Collaboration; Ministry of Education, India; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Irradiance; Atmospheric sciences; Environmental science; Latitude; Ozone; Cloud cover; Noon; Climatology; Solar irradiance; Middle latitudes; Ozone depletion; Ozone layer; Meteorology; Cloud computing; Physics; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009764821,0.00009974516,0.0001583145,1.642696e-7,0.00004513474,0.000008218297,0.00006876692,0.00004920478,0.0003258613],"category_scores_gemma":[0.00001346218,0.00006859985,0.00003911545,0.0002248454,0.00008860953,0.00008415408,0.000006327964,0.00007736676,0.000001486393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003139474,"about_ca_system_score_gemma":0.000025991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788261,"about_ca_topic_score_gemma":0.00006679779,"domain_scores_codex":[0.9995225,0.00003069338,0.0001163402,0.0001239864,0.00008038714,0.0001260892],"domain_scores_gemma":[0.9996086,0.0001252846,0.000102577,0.0001169306,0.00001451357,0.00003204088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145464,0.0001150842,0.5305191,0.0003367371,0.00006671972,0.000002700498,0.003273106,0.0001666934,0.0009433476,0.00003277145,0.00007818941,0.464351],"study_design_scores_gemma":[0.000525869,0.0004712294,0.9883248,0.00005922651,0.00006728077,0.00001065569,0.001665416,0.003206706,0.004356836,0.0008509186,0.0002645761,0.000196441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905652,0.001123504,0.00002021827,0.00001157002,0.00004670265,0.0001115869,0.00001814818,0.000006108985,0.008096965],"genre_scores_gemma":[0.9965993,0.002573182,0.0006313516,0.0000226271,0.00009894736,0.000002129009,0.00002361425,0.000002553129,0.00004636793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641546,"threshold_uncertainty_score":0.4215035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009867343447290773,"score_gpt":0.2096884436775868,"score_spread":0.199821100230296,"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."}}