{"id":"W4252192709","doi":"10.5194/acp-2018-87","title":"Estimates of Ozone Return Dates from Chemistry-Climate Model Initiative Simulations","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Marsden Fund; Office of Science; Scheme for Promotion of Academic and Research Collaboration; Serono Symposia International Foundation; Centre National d’Etudes Spatiales; Bundesministerium für Bildung und Forschung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agence Nationale de la Recherche; U.S. Department of Energy; European Commission; National Science Foundation; Royal Society; Department for Environment, Food and Rural Affairs, UK Government; Natural Environment Research Council; New Zealand Government; Met Office; Deutsches Klimarechenzentrum; Australian Government; Sight Research UK; Environmental Restoration and Conservation Agency","keywords":"Ozone layer; Ozone; Climatology; Northern Hemisphere; Southern Hemisphere; Ozone depletion; Environmental science; Atmospheric sciences; Latitude; Climate model; Middle latitudes; Range (aeronautics); Arctic; Climate change; Meteorology; Geography; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002036671,0.0008437157,0.0005625815,0.0005959845,0.0004620767,0.0008553112,0.0008825404,0.0009048687,0.0008644756],"category_scores_gemma":[0.005614656,0.0003412021,0.0009971994,0.0007625467,0.0004013963,0.0007893465,0.0005532051,0.0009270188,0.000136572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295976,"about_ca_system_score_gemma":0.0007130563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888174,"about_ca_topic_score_gemma":0.01179942,"domain_scores_codex":[0.9994712,0.0001965422,0.00003454755,0.0001131186,0.0001064573,0.0000780683],"domain_scores_gemma":[0.998096,0.001015668,0.0002687703,0.0001958268,0.0002816334,0.0001420902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003313397,0.0001464085,0.05862524,0.0001167373,0.0003906326,0.00008407755,0.00008355192,0.9312949,0.001965512,0.002039014,0.001597087,0.003325541],"study_design_scores_gemma":[0.0002152814,0.000271902,0.04175269,0.00003711127,0.0001238404,0.00003629479,0.0001154429,0.9505616,0.004093079,0.001000781,0.001729604,0.0000624237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891829,0.0001549926,0.002675559,0.0001748031,0.00002972133,0.00005604051,0.004513291,0.0001855526,0.003027163],"genre_scores_gemma":[0.9932781,0.00005565783,0.002225885,0.00004895815,0.000007841713,0.00007244785,0.00405166,0.00004696326,0.0002125244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888174,"threshold_uncertainty_score":0.03754365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536294201471977,"score_gpt":0.2591622804007412,"score_spread":0.2237993383860215,"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."}}