{"id":"W2002315403","doi":"10.5194/bg-9-925-2012","title":"Tracing the transport of colored dissolved organic matter in water masses of the Southern Beaufort Sea: relationship with hydrographic characteristics","year":2011,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Takuvik Joint International Laboratory; Université Laval","funders":"Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; National Science Foundation","keywords":"Hydrography; Beaufort sea; Oceanography; Colored dissolved organic matter; Water mass; Dissolved organic carbon; Tracing; Environmental science; Colored; Geography; Geology; Ecology; Sea ice; Biology; Phytoplankton; Computer science","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":[0.0001827433,0.0002824048,0.0002137432,0.0008068298,0.0005331038,0.0006150142,0.0002552545,0.0002741097,0.0002886857],"category_scores_gemma":[0.0003907145,0.0001905185,0.0002146557,0.000912819,0.0002634462,0.0002851488,0.000271803,0.0001650829,0.000100274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009534422,"about_ca_system_score_gemma":0.0004777962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1933999,"about_ca_topic_score_gemma":0.2388946,"domain_scores_codex":[0.9999125,0.00001161506,0.000002967047,0.00002499831,0.0000261603,0.00002180112],"domain_scores_gemma":[0.9996948,0.00005603138,0.00009474979,0.00001348961,0.00009038743,0.00005061338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282614,0.00002586071,0.9717698,0.00001730048,0.00004949643,0.0001634281,0.0005801732,0.001534453,0.01914548,0.00005319863,0.0001357884,0.006396814],"study_design_scores_gemma":[0.000002369557,0.00002551686,0.9963416,0.000001928697,0.000005532293,0.00002290744,0.0001317817,0.002676518,0.0005775829,0.000009098699,0.0002010206,0.000004144002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995091,0.00002996091,0.00009736374,0.000009790589,9.694123e-7,0.000001992904,0.0001157215,0.000007824026,0.0002273916],"genre_scores_gemma":[0.9992749,0.00002180741,0.0003404444,0.000007453369,0.000002066231,0.000003461467,0.0002074469,0.000002489877,0.0001399453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933999,"threshold_uncertainty_score":0.3845484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549774418837089,"score_gpt":0.1687665238972098,"score_spread":0.1532687797088389,"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."}}