{"id":"W4220844846","doi":"10.1175/jpo-d-21-0116.1","title":"Freshwater Input and Vertical Mixing in the Canada Basin’s Seasonal Halocline: 1975 versus 2006–12","year":2022,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McGill University; University of Toronto; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation of Sri Lanka; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Office for Science and Technology of the Embassy of France in the United States; U.S. Department of Energy; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Halocline; Stratification (seeds); Oceanography; Canada Basin; Arctic; Sea ice; Environmental science; Mixed layer; Climatology; Geology; Arctic ice pack; Salinity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002154299,0.0002557859,0.0001965322,0.0006337814,0.0008398879,0.001066352,0.0003351037,0.0002996215,0.0009451488],"category_scores_gemma":[0.0004900972,0.0001455545,0.0003892289,0.000811182,0.0004037032,0.0002558688,0.0004080929,0.0002667463,0.00008379811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008704987,"about_ca_system_score_gemma":0.006028217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9396659,"about_ca_topic_score_gemma":0.9555768,"domain_scores_codex":[0.999917,0.000004052769,0.000003556333,0.00001721382,0.00002557163,0.00003246725],"domain_scores_gemma":[0.9997429,0.00001402506,0.00003768137,0.000009370417,0.0001073806,0.00008862164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002019731,0.00003874069,0.9810315,0.00002852846,0.0001299337,0.00005939347,0.0003845764,0.006891739,0.003462927,0.0003901382,0.001249798,0.006130814],"study_design_scores_gemma":[0.00000304185,0.000005154351,0.9959584,0.000006235064,0.00001076538,0.000006590366,0.0002054262,0.00290843,0.0002718083,0.00001844415,0.000598597,0.000007046493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978084,0.00009057964,0.00009435605,0.00006617841,0.000006235789,0.000003120273,0.0009705788,0.00001654841,0.0009441186],"genre_scores_gemma":[0.9986957,0.00004682332,0.0001152141,0.00001802464,0.00000255028,0.000001725836,0.0008654189,0.000004603845,0.0002499975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06033409,"threshold_uncertainty_score":0.1213788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00855757020046039,"score_gpt":0.2012072779414632,"score_spread":0.1926497077410028,"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."}}