{"id":"W1926697769","doi":"10.1002/2015jc010812","title":"Formation of winter water on the Canadian Beaufort shelf: New insight from observations during 2009–2011","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada; ASL Environmental Sciences (Canada)","funders":"","keywords":"Halocline; Oceanography; Ekman transport; Sea ice; Geology; Upwelling; Environmental science; Ekman layer; Arctic sea ice decline; Arctic; Salinity; Arctic ice pack; Drift ice; Boundary layer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002655425,0.0004299085,0.0003008847,0.001531493,0.002102616,0.001143161,0.0007349419,0.0004570158,0.001157862],"category_scores_gemma":[0.000548312,0.0002213773,0.0004633026,0.002518053,0.0004920409,0.0003854399,0.0006060583,0.0003474079,0.0001830464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049294,"about_ca_system_score_gemma":0.007363653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875017,"about_ca_topic_score_gemma":0.9961021,"domain_scores_codex":[0.9996444,0.00001343401,0.00001384346,0.00007680291,0.0001537328,0.00009776195],"domain_scores_gemma":[0.9992478,0.0000314061,0.0001148039,0.00003631787,0.0004559566,0.0001135313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063949,0.00003123769,0.9765958,0.00007054348,0.0001052278,0.0002594171,0.001419105,0.0008689546,0.005229117,0.0001086269,0.002460068,0.01274556],"study_design_scores_gemma":[0.000001395502,0.000004297005,0.9977684,0.000008507381,0.000009215284,0.00001794126,0.0003143499,0.0004020739,0.0001678582,0.000003908529,0.001294278,0.00000786492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911245,0.0004372738,0.0002042703,0.000124545,0.00001581825,0.00002014496,0.004531993,0.00002678173,0.003514816],"genre_scores_gemma":[0.9957462,0.0002135083,0.0004701788,0.00006586716,0.00001094086,0.00001110392,0.002714079,0.00001052323,0.0007576031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249826,"threshold_uncertainty_score":0.07613194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08432903602195198,"score_gpt":0.2727434088735656,"score_spread":0.1884143728516136,"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."}}