{"id":"W3107823995","doi":"10.1029/2020jc016796","title":"The 2017 Reversal of the Beaufort Gyre: Can Dynamic Thickening of a Seasonal Ice Cover During a Reversal Limit Summer Ice Melt in the Beaufort Sea?","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Sea ice; Ocean gyre; Arctic ice pack; Geology; Beaufort scale; Oceanography; Climatology; Drift ice; Antarctic sea ice; Fast ice; Beaufort sea; Environmental science; Fishery","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":[0.0004154572,0.0001986943,0.0001974753,0.0002400711,0.0007062131,0.001454163,0.0003807465,0.0005140594,0.002835187],"category_scores_gemma":[0.001264681,0.00008836753,0.0002663684,0.0002004115,0.0008000203,0.0007095615,0.0004872151,0.0004686985,0.0005162969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009354758,"about_ca_system_score_gemma":0.001137045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03830485,"about_ca_topic_score_gemma":0.06812265,"domain_scores_codex":[0.9998021,0.00003029918,0.000008458784,0.00005029219,0.00003600354,0.00007288754],"domain_scores_gemma":[0.9995161,0.00004544604,0.0001520703,0.00003709555,0.0001191868,0.0001300893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004868945,0.00008808111,0.9245422,0.00015486,0.0001259303,0.001571497,0.002654136,0.002797673,0.010481,0.005035453,0.009517021,0.04254531],"study_design_scores_gemma":[0.00001054129,0.00007494995,0.9770304,0.00006066878,0.00003338003,0.0001185982,0.00235488,0.002031946,0.0008278487,0.001245469,0.01618712,0.00002416254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803566,0.0006706801,0.000516368,0.001886937,0.0001776839,0.00000966345,0.00037032,0.00004783492,0.01596388],"genre_scores_gemma":[0.9987558,0.0001040929,0.0001286901,0.0001376608,0.0000612083,0.000003306297,0.000200776,0.00001438679,0.0005940776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03830485,"threshold_uncertainty_score":0.07616383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268763028353359,"score_gpt":0.2874002418544327,"score_spread":0.2547126115708991,"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."}}