{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001389192,0.00006398781,0.00008407275,0.0000392999,0.00004973846,0.00001809787,0.00009882245,0.00002364839,0.008982589],"category_scores_gemma":[0.0000181829,0.00004886298,0.00004941753,0.0001472281,0.00007304918,0.0001176232,0.000009228739,0.00006663126,0.0004967423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.976715e-7,"about_ca_system_score_gemma":0.00002130836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000231403,"about_ca_topic_score_gemma":0.00009932958,"domain_scores_codex":[0.9994158,0.0000139614,0.0001423482,0.0001306477,0.0001117318,0.0001855544],"domain_scores_gemma":[0.999738,0.00008204948,0.00002205365,0.00009783394,0.00001644986,0.00004358042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002366944,0.00001656315,0.8535198,0.000850478,0.00004365394,0.00007158008,0.0009044939,0.0005210969,0.000249562,0.006207974,0.001185574,0.1364055],"study_design_scores_gemma":[0.0001717304,0.0002351658,0.6706944,0.0005183171,0.0001095802,0.0001012517,0.002587987,0.2988145,0.0001766798,0.01401111,0.01211678,0.0004625959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437687,0.002491995,0.0009056302,0.0005138982,0.001631418,0.0001043042,0.0001449558,0.0001292126,0.05030987],"genre_scores_gemma":[0.9980701,0.0008058272,0.0007522967,0.00005384005,0.00005582247,2.405768e-7,0.00002987661,0.000002452101,0.0002295602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982934,"threshold_uncertainty_score":0.9919233,"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."}}