{"id":"W2910800107","doi":"10.1029/2018jc014379","title":"The Beaufort Gyre Extent, Shape, and Location Between 2003 and 2014 From Satellite Observations","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":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Français de Recherche pour l'Exploitation de la Mer; Connecticut Space Grant College Consortium","keywords":"Ocean gyre; Oceanography; Geology; Arctic; Bathymetry; Plateau (mathematics); Sea ice; Climatology; Beaufort scale; Beaufort sea; Environmental science; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945342,0.0002534126,0.0002164322,0.001222993,0.0003849198,0.0007538379,0.0002879509,0.0002143156,0.0009882023],"category_scores_gemma":[0.001161954,0.0001250923,0.0003900751,0.001636201,0.0002608128,0.0002421188,0.0003708084,0.000195732,0.000273776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151447,"about_ca_system_score_gemma":0.001152952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5715604,"about_ca_topic_score_gemma":0.6863845,"domain_scores_codex":[0.9997589,0.00002430901,0.00001680919,0.00008717423,0.00005852428,0.00005425019],"domain_scores_gemma":[0.9989344,0.0001068345,0.0003157685,0.000112072,0.000390255,0.0001406029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007138804,0.000008101456,0.9904427,0.00002300553,0.0001216256,0.00005881428,0.0002462921,0.002112634,0.0009529685,0.00009241091,0.002099151,0.003770881],"study_design_scores_gemma":[0.000001641849,0.00000325718,0.9976287,0.000006472124,0.00000946269,0.00001564016,0.00008807266,0.001059549,0.0001204671,0.000009357326,0.001052403,0.000004926791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847602,0.0002228391,0.0001722821,0.00006503865,0.000009205354,0.000003746973,0.0135654,0.00003864239,0.001162762],"genre_scores_gemma":[0.9834139,0.000103497,0.0003630546,0.0000156927,0.000008781846,0.000005765078,0.01554629,0.00001000793,0.0005330611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5715604,"threshold_uncertainty_score":0.8619255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687107209149236,"score_gpt":0.2860266772702562,"score_spread":0.2491556051787638,"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."}}