{"id":"W4377239864","doi":"10.5194/egusphere-2023-773","title":"Total ozone variability and trends over the South Pole during the wintertime","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Environment and Climate Change Canada","funders":"Office of Polar Programs; National Science Foundation","keywords":"Stratosphere; Polar vortex; Ozone; Climatology; Environmental science; Atmospheric sciences; Ozone depletion; Ozone layer; North pole; Meteorology; Geography; Physics; Geology; Physical geography","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":[0.0001054246,0.0001854718,0.0001369586,0.0004778031,0.000214941,0.0003339543,0.00009272622,0.0001831716,0.000715898],"category_scores_gemma":[0.0001580691,0.0000802025,0.0001530131,0.0005952573,0.0000921891,0.0002089243,0.0001813232,0.0001629852,0.0001667267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896945,"about_ca_system_score_gemma":0.0001188668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067185,"about_ca_topic_score_gemma":0.03904027,"domain_scores_codex":[0.9999642,0.000004431534,0.000002473658,0.0000122932,0.000009825715,0.000006786137],"domain_scores_gemma":[0.9998749,0.00001226776,0.00004944714,0.000005740382,0.00003778001,0.0000197502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003329814,0.00003077376,0.9793241,0.00004342057,0.0001523961,0.000210257,0.0004863671,0.000232757,0.01095978,0.00004432948,0.0005411609,0.007641766],"study_design_scores_gemma":[0.000001832199,0.00001244515,0.9994106,0.000001858938,0.000008913723,0.0000202142,0.00006342112,0.00006549169,0.0001097791,0.000005021679,0.0002995583,8.760857e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987068,0.000200306,0.00004229056,0.00003498776,0.000004225498,0.000001865967,0.000659043,0.000003439092,0.000347045],"genre_scores_gemma":[0.9982219,0.0001850241,0.00006714295,0.00001999458,0.000009449454,0.000004723463,0.001180715,0.000002105888,0.0003089987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02067185,"threshold_uncertainty_score":0.04110307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145674482994998,"score_gpt":0.2175366629311893,"score_spread":0.2029692146316895,"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."}}