{"id":"W4401081823","doi":"10.3390/cli12080109","title":"Emergence of Arctic Extremes","year":2024,"lang":"en","type":"article","venue":"Climate","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Climatology; Climate change; Snow; Storm; Winter storm; Environmental science; Range (aeronautics); Arctic vegetation; Physical geography; Geography; Oceanography; Geology; Meteorology","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":[0.0009703194,0.0001610295,0.0002924733,0.0007273181,0.001015311,0.001876396,0.0002773201,0.0004389891,0.00199828],"category_scores_gemma":[0.004173174,0.0001679348,0.0002839061,0.0004637747,0.0006678709,0.0008991243,0.001713136,0.001058826,0.0004222029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007333642,"about_ca_system_score_gemma":0.0004937113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003756188,"about_ca_topic_score_gemma":0.005521622,"domain_scores_codex":[0.9994149,0.0001120002,0.0000355737,0.0001846648,0.0001362476,0.0001165172],"domain_scores_gemma":[0.9982367,0.0003695078,0.0004328944,0.0002127267,0.0003733173,0.0003748411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004179328,0.0001140258,0.8197706,0.0001911967,0.000202007,0.001444035,0.006052811,0.005341352,0.0177965,0.02963947,0.00620648,0.1128236],"study_design_scores_gemma":[0.00001919464,0.0001648404,0.9327439,0.0001371752,0.00006341571,0.001377071,0.004805565,0.007888914,0.002139014,0.02359756,0.02699061,0.00007274739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513668,0.0009263529,0.008008553,0.0006753989,0.0001084373,0.00003066628,0.0006892045,0.0001194105,0.03807511],"genre_scores_gemma":[0.9970325,0.0002624739,0.001368127,0.0001055265,0.00004135795,0.00001186881,0.0003365159,0.00001759724,0.0008240003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003756188,"threshold_uncertainty_score":0.007468641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361351702967641,"score_gpt":0.2279099112673739,"score_spread":0.2142963942376975,"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."}}