{"id":"W2956236037","doi":"10.1029/2018jc014911","title":"Changes in the Thickness and Circulation of Multiyear Ice in the Beaufort Gyre Determined From Pseudo‐Lagrangian Methods from 2003–2015","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Office of Naval Research","keywords":"Sea ice; Ocean gyre; Arctic ice pack; Geology; Beaufort scale; Oceanography; Drift ice; Buoy; Climatology; Antarctic sea ice; Beaufort sea; Fast ice; Arctic; Sea ice thickness; Cryosphere","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":[0.0006522441,0.0001929567,0.0001219186,0.001079933,0.0002937703,0.0006892564,0.0003864143,0.0002399372,0.0004291933],"category_scores_gemma":[0.001081877,0.0001489259,0.0003660844,0.000821813,0.0002188756,0.0003389911,0.0003167164,0.0001409644,0.0001403431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008897688,"about_ca_system_score_gemma":0.0005432542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1399238,"about_ca_topic_score_gemma":0.221193,"domain_scores_codex":[0.9997749,0.00004236309,0.00001749202,0.00006042944,0.00006904602,0.00003578199],"domain_scores_gemma":[0.9990169,0.0001041332,0.0004337582,0.00008592996,0.0002578089,0.0001014801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010366,0.00001566823,0.9880365,0.00001847675,0.00009109511,0.00005683937,0.0002685362,0.001616525,0.001338307,0.00005455404,0.0006409287,0.007758804],"study_design_scores_gemma":[0.00000108773,0.000008359189,0.9980326,0.000004174804,0.000005327082,0.00001731517,0.00004715846,0.001251987,0.0001572676,0.000005778579,0.0004653932,0.000003519999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972121,0.0001501052,0.000381815,0.00005272245,0.00000783473,0.000002826413,0.001372401,0.00003114368,0.000789036],"genre_scores_gemma":[0.9967535,0.00004449695,0.0005817713,0.00002044517,0.000009478366,0.000005844912,0.002317751,0.000007401956,0.00025922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1399238,"threshold_uncertainty_score":0.2782187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03776751591150922,"score_gpt":0.34108731330707,"score_spread":0.3033197973955608,"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."}}