{"id":"W7009794201","doi":"","title":"Environmental Effects of Stratospheric Ozone Depletion, UV Radiation, and interactions with Climate Change: 2022 Assessment Report","year":2023,"lang":"en","type":"article","venue":"Research Online (University of Wollongong)","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Ozone layer; Greenhouse gas; Ozone; Global warming; Human health; Ozone depletion; Aerosol","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":[0.003256996,0.00278953,0.0006106505,0.001396096,0.0005543018,0.001733037,0.001367152,0.001518071,0.003874936],"category_scores_gemma":[0.0008831805,0.0004316951,0.002188612,0.002575411,0.0002632085,0.001587213,0.001867295,0.0009212993,0.001720438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00387821,"about_ca_system_score_gemma":0.006526443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1450635,"about_ca_topic_score_gemma":0.1199529,"domain_scores_codex":[0.9986419,0.000238022,0.00004388125,0.00007770208,0.000812665,0.000185877],"domain_scores_gemma":[0.9989742,0.00007071191,0.0001020579,0.00003503707,0.0006826683,0.0001352957],"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":[0.002547934,0.001461877,0.1988287,0.008935786,0.00374849,0.001793628,0.000784355,0.1071428,0.01178603,0.01444629,0.4307584,0.2177657],"study_design_scores_gemma":[0.0003094739,0.002165871,0.479266,0.001987528,0.001802915,0.0004445104,0.001887895,0.0256377,0.01007836,0.006675065,0.4694305,0.0003142298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.2401875,0.06018949,0.01617764,0.01380828,0.00294967,0.003390093,0.4882345,0.001805362,0.1732575],"genre_scores_gemma":[0.6421397,0.04780113,0.01420863,0.003840378,0.0007544479,0.003776343,0.2328187,0.0002431676,0.05441758],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1450635,"threshold_uncertainty_score":0.2884384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257111669682706,"score_gpt":0.282052642825137,"score_spread":0.2594815261283099,"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."}}