{"id":"W3213403673","doi":"10.3390/atmos12111470","title":"Numerical Modeling of Ozone Loss in the Exceptional Arctic Stratosphere Winter–Spring of 2020","year":2021,"lang":"en","type":"article","venue":"Atmosphere","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; National Aeronautics and Space Administration","keywords":"Stratosphere; Ozone depletion; Ozone; Ozone layer; Northern Hemisphere; Atmospheric sciences; Climatology; Southern Hemisphere; Environmental science; Arctic; Polar vortex; Meteorology; Geology; Oceanography; Geography","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":[0.0003576108,0.0005688851,0.0004711941,0.0003784192,0.0006164211,0.000772239,0.0005777053,0.001061862,0.0007710301],"category_scores_gemma":[0.0006424647,0.0002628686,0.000822518,0.0004216804,0.0003891139,0.0003142138,0.0004460882,0.0004649515,0.00009451623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106566,"about_ca_system_score_gemma":0.0009373843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07663058,"about_ca_topic_score_gemma":0.02529137,"domain_scores_codex":[0.9998963,0.00002547787,0.000007244384,0.00001967077,0.00001766528,0.00003360956],"domain_scores_gemma":[0.999817,0.00006534697,0.00003173697,0.00001123157,0.00004476718,0.00003003174],"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":[0.00008726759,0.00006011574,0.008922619,0.00002169908,0.00004046347,0.0001070384,0.00003066771,0.9872809,0.001763652,0.0003869048,0.0001257434,0.001172834],"study_design_scores_gemma":[0.00001406756,0.00003147487,0.003880369,0.000003281753,0.0000132051,0.000007512852,0.00003425609,0.9954153,0.0003580806,0.00008209352,0.0001541929,0.000006198556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928135,0.0001792363,0.00318093,0.0001420092,0.00004486142,0.0000231918,0.0004793093,0.00006277679,0.003074132],"genre_scores_gemma":[0.9978036,0.00007801092,0.001270722,0.00001364256,0.000008244071,0.00002635558,0.0002410395,0.000007753168,0.0005507853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07663058,"threshold_uncertainty_score":0.1523691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442557274289391,"score_gpt":0.2230352765914723,"score_spread":0.2086097038485784,"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."}}