{"id":"W2916402424","doi":"10.5194/egusphere-egu2020-3571","title":"Total ozone loss during the 2019/20 Arctic winter and comparison to previous years","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ozone; Arctic; Environmental science; The arctic; Atmospheric sciences; Meteorology; Climatology; 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":[0.0002568257,0.0003171276,0.0001948404,0.0009406265,0.0003090818,0.0006550171,0.000186714,0.0002839483,0.001007268],"category_scores_gemma":[0.0003464758,0.00006748553,0.0003578808,0.001006097,0.0001142718,0.0003370103,0.000348129,0.0002726392,0.0006078522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000893047,"about_ca_system_score_gemma":0.0003295584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07497209,"about_ca_topic_score_gemma":0.08398111,"domain_scores_codex":[0.999871,0.000008919412,0.00001102939,0.00003434215,0.00004174176,0.00003288638],"domain_scores_gemma":[0.999774,0.00001003219,0.0000585351,0.00001699673,0.000103225,0.00003721182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322332,0.0001798525,0.9214415,0.000282267,0.0005824844,0.0005846769,0.0004171971,0.009833916,0.006018867,0.0005432827,0.02212815,0.03666539],"study_design_scores_gemma":[0.000006353264,0.00004461781,0.9863924,0.00002150288,0.00004788824,0.0001237202,0.0001732494,0.002355291,0.001001598,0.00005467454,0.009767766,0.00001097868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530599,0.0008686645,0.0005556691,0.0001989149,0.0002151537,0.00001300195,0.03686542,0.0001849585,0.008038306],"genre_scores_gemma":[0.950793,0.0004841098,0.0003226592,0.00007969045,0.00008402817,0.00001745997,0.0455636,0.00004374374,0.002611717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07497209,"threshold_uncertainty_score":0.1490714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526931042548436,"score_gpt":0.2339641608042288,"score_spread":0.2186948503787445,"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."}}