{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009534771,0.00008018901,0.0001602686,0.00005104921,0.0003404553,0.0001377115,0.0002086542,0.00004670695,0.0001031266],"category_scores_gemma":[0.000370549,0.00004881044,0.00002898711,0.0002847692,0.0002544307,0.000348705,0.00003171288,0.0004986068,0.00008965269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008036579,"about_ca_system_score_gemma":0.0001620043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007731725,"about_ca_topic_score_gemma":0.0001857715,"domain_scores_codex":[0.9985967,0.0001401309,0.0002492615,0.0001375094,0.0005911039,0.0002852949],"domain_scores_gemma":[0.9974955,0.001510811,0.0001066207,0.0001314712,0.0005578772,0.0001976989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004784072,0.00001272095,0.9142455,0.00001075949,0.00003833149,0.000004185002,0.0002063743,0.00001564964,0.00003427556,0.0004754763,0.0008241989,0.0840847],"study_design_scores_gemma":[0.0001873824,0.0002476521,0.9733683,0.00003531627,0.00001719481,0.000005061016,0.0004895096,0.008767728,0.000003436712,0.006125281,0.01069383,0.00005930493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962679,0.000831013,0.0001221819,0.002150408,0.0001107344,0.000125791,0.00003406812,0.000003093822,0.0003547746],"genre_scores_gemma":[0.9947943,0.003386053,0.0003647592,0.00007796523,0.0003286178,1.753974e-7,0.00002926472,0.000003481559,0.001015367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08402539,"threshold_uncertainty_score":0.2618541,"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."}}