{"id":"W4210342269","doi":"10.1038/s41467-022-28283-y","title":"Robust but weak winter atmospheric circulation response to future Arctic sea ice loss","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Grand Équipement National De Calcul Intensif; Horizon 2020 Framework Programme; Norges Forskningsråd; Chinese Academy of Sciences; Bundesministerium für Bildung und Forschung; Sight Research UK; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; European Commission; Ministry of Education, Culture, Sports, Science and Technology; National Natural Science Foundation of China; Department for Environment, Food and Rural Affairs, UK Government; Met Office; Deutsches Klimarechenzentrum; Newton Fund; National Center for Atmospheric Research; National Science Foundation","keywords":"Westerlies; Climatology; Sea ice; Arctic; Arctic oscillation; Arctic sea ice decline; Arctic ice pack; Arctic geoengineering; Environmental science; Atmospheric sciences; Atmospheric circulation; Geology; Antarctic sea ice; Oceanography; Northern Hemisphere","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":[0.001197264,0.0004484186,0.000421212,0.0001989908,0.0003504668,0.001276884,0.0005863788,0.0005512171,0.001349262],"category_scores_gemma":[0.004154847,0.0002694455,0.000543198,0.0002130187,0.000496793,0.0007607072,0.000841916,0.0006342409,0.0001798864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006353217,"about_ca_system_score_gemma":0.0006600504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625971,"about_ca_topic_score_gemma":0.01069774,"domain_scores_codex":[0.9996725,0.0001225067,0.00002608236,0.0000933917,0.00002790759,0.00005762191],"domain_scores_gemma":[0.9991124,0.0003153805,0.0001852832,0.0001615378,0.000118082,0.0001072847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003708472,0.00009934769,0.4108997,0.000120946,0.0006435889,0.0001659042,0.0002299099,0.5641294,0.01375143,0.002151095,0.001617798,0.005820086],"study_design_scores_gemma":[0.0001154155,0.0002201883,0.2641484,0.0000390932,0.0001954438,0.00009535623,0.0004434864,0.7244152,0.004259366,0.004395394,0.001604616,0.00006819054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967833,0.00005854082,0.001018964,0.0004305177,0.00002220212,0.000004968056,0.0004051713,0.00005555997,0.001220778],"genre_scores_gemma":[0.9993157,0.00002515495,0.0002009315,0.00005243662,0.000005512998,0.000004325179,0.0002587848,0.00001404425,0.000123049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625971,"threshold_uncertainty_score":0.0323301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447941291044289,"score_gpt":0.2346177131964719,"score_spread":0.220138300286029,"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."}}