{"id":"W3135028339","doi":"10.1175/jcli-d-19-0925.1","title":"Summer Extreme Cyclone Impacts on Arctic Sea Ice","year":2021,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Fonds De La Recherche Scientifique - FNRS; Natural Environment Research Council; Sight Research UK; National Science Foundation","keywords":"Sea ice; Arctic ice pack; Climatology; Arctic sea ice decline; Arctic; Environmental science; Cyclone (programming language); Drift ice; Cryosphere; Lead (geology); Oceanography; Antarctic sea ice; Arctic geoengineering; 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":[0.0001414971,0.0002303241,0.0001538049,0.0004529723,0.0002315965,0.0005222738,0.00005533669,0.00009056529,0.001413165],"category_scores_gemma":[0.0002886761,0.00004516391,0.0001785191,0.0003161893,0.000130254,0.0002057183,0.0003826799,0.0001307118,0.0001175209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115801,"about_ca_system_score_gemma":0.0002348069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008608301,"about_ca_topic_score_gemma":0.01680885,"domain_scores_codex":[0.9999276,0.0000101079,0.000005219749,0.00000943351,0.00002101831,0.00002663958],"domain_scores_gemma":[0.9997882,0.00003163404,0.00007029042,0.00000854341,0.00005596836,0.00004532426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004081519,0.00005753858,0.9678903,0.00007233417,0.0001255102,0.0002242335,0.0001930991,0.00659027,0.00898563,0.0003858797,0.0009752344,0.01409183],"study_design_scores_gemma":[0.000002332634,0.00005077913,0.9971985,0.00001112293,0.00001251883,0.00004891113,0.0001682089,0.000977103,0.0005637602,0.00006187293,0.0009024839,0.000002443918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971735,0.0001564742,0.00006773142,0.00002938074,0.00001131392,0.000002059284,0.0003920743,0.000006391786,0.002160972],"genre_scores_gemma":[0.9991665,0.0001469845,0.00003553607,0.00001153419,0.00001743354,0.000001950016,0.0003203546,0.000002665361,0.0002970123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008608301,"threshold_uncertainty_score":0.01711643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563763742733733,"score_gpt":0.2483076962934383,"score_spread":0.2226700588661009,"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."}}