{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004494212,0.0001201091,0.0002420329,0.00006843692,0.0001254591,0.00006240564,0.0001429017,0.0000516837,0.002267772],"category_scores_gemma":[0.0001759883,0.00008799981,0.0001420945,0.0001622029,0.00004398873,0.0002658364,0.00001196021,0.0003126562,0.0002431444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001269207,"about_ca_system_score_gemma":0.000122615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013263,"about_ca_topic_score_gemma":0.0002290085,"domain_scores_codex":[0.9986929,0.00008295172,0.0003732589,0.000114856,0.0003925364,0.0003435014],"domain_scores_gemma":[0.9989469,0.0002484928,0.0002851738,0.0001383042,0.0001647474,0.000216406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002441233,0.00008747393,0.9775932,0.0001081325,0.00008249258,0.001185345,0.0002482635,0.001843776,0.0001479617,0.0001616501,0.0005568476,0.01774068],"study_design_scores_gemma":[0.0008485669,0.0004552196,0.9848927,0.000345192,0.0001037704,0.001652367,0.0006987563,0.003107957,0.0001673987,0.001320363,0.006174795,0.0002329351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848381,0.0005187818,0.000113968,0.001989749,0.0007822856,0.00003238807,0.00003180234,0.000009001878,0.01168392],"genre_scores_gemma":[0.9946367,0.002331862,0.001208054,0.001336869,0.0003106806,4.218784e-8,0.00001681991,0.000004896208,0.000154114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750774,"threshold_uncertainty_score":0.9986443,"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."}}