{"id":"W2785550642","doi":"10.1039/c7pp90043k","title":"Environmental effects of ozone depletion, UV radiation and interactions with climate change: UNEP Environmental Effects Assessment Panel, update 2017","year":2018,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":351,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"National Health and Medical Research Council; Medical Research Council; University of Miami; New Zealand Government; University of Wollongong; Division of Environmental Biology; Ministry of Business, Innovation and Employment; Havs- och Vattenmyndigheten; Bundesministerium für Umwelt, Naturschutz und Reaktorsicherheit; General Secretariat for Research and Technology; Helsingin Yliopisto; U.S. Environmental Protection Agency; Smithsonian Institution; Naturvårdsverket; National Science Foundation","keywords":"Montreal Protocol; Ozone layer; Climate change; Ozone depletion; Environmental science; Ultraviolet radiation; Ozone; Meteorology; Climatology; Geography; Ecology; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000222742,0.0002267432,0.0002654266,0.00001099002,0.0003787988,0.00004826818,0.0002549301,0.00009863725,0.001113928],"category_scores_gemma":[0.00003437931,0.0001455004,0.00005188542,0.0001458093,0.001773246,0.0002579346,0.00006623041,0.0001707458,0.00004154411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001824548,"about_ca_system_score_gemma":0.00001302687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053497,"about_ca_topic_score_gemma":0.00001576754,"domain_scores_codex":[0.9984372,0.00008491349,0.0002396638,0.0005493947,0.0002753848,0.0004134896],"domain_scores_gemma":[0.9991042,0.0003701703,0.0001843653,0.000144806,0.000005734536,0.0001907058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001064516,0.0001526102,0.4653829,0.00004421608,0.00002158406,0.00001015921,0.00009752315,0.000005526584,0.528905,0.000009204655,0.00005170183,0.005213168],"study_design_scores_gemma":[0.0005903463,0.001332379,0.6341049,0.00007366744,0.00004108219,0.00005580889,0.0001225049,0.001404381,0.361343,0.0001765559,0.0004344374,0.0003209333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981465,0.0003313205,0.0000630696,0.00007913762,0.000119354,0.0005875922,0.00008428806,0.00003084754,0.0005579056],"genre_scores_gemma":[0.9975718,0.0004774202,0.001370423,0.0002601901,0.0001434888,0.00004186665,0.0001249047,0.00000295281,0.000007008072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168722,"threshold_uncertainty_score":0.9997992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436335432691221,"score_gpt":0.2399414745510774,"score_spread":0.2255781202241652,"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."}}