{"id":"W2015692022","doi":"10.1016/j.dsr2.2011.05.004","title":"The nature of colored dissolved organic matter in the southern Canada Basin and East Siberian Sea","year":2011,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; Trent University","funders":"JST-Mirai Program; Fisheries and Oceans Canada; Division of Ocean Sciences; Office of Polar Programs; Canada Research Chairs; National Science Foundation","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Oceanography; Fluorometer; Surface water; Fluorophore; Fluorescence; Seawater; Geology; Environmental science; Chemistry; Phytoplankton","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111435,0.0001247159,0.0002261656,0.00008833002,0.0004494768,0.00003488907,0.0004592844,0.00007622976,0.0003350521],"category_scores_gemma":[0.0001654215,0.00006513091,0.0000440087,0.0007857623,0.0005220672,0.0000512694,0.0001569922,0.0005577002,0.000006302557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008973952,"about_ca_system_score_gemma":0.00006374734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1433593,"about_ca_topic_score_gemma":0.9720566,"domain_scores_codex":[0.9978829,0.0005355718,0.0002872722,0.0002398118,0.0005389568,0.0005154823],"domain_scores_gemma":[0.9989294,0.0005932145,0.00004460811,0.0002586337,0.00009140643,0.00008272941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008985538,0.00002616072,0.9914786,0.00004211673,0.00004242379,0.00003200678,0.003113039,6.975965e-7,3.431965e-7,0.00008239943,0.003206362,0.001885994],"study_design_scores_gemma":[0.0002545945,0.0001758393,0.9550396,0.00003426604,0.000004787143,0.00000486134,0.02205062,0.0001571361,0.000007448214,0.0008306974,0.02133381,0.0001063961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883309,0.002232166,3.130251e-7,0.001899504,0.0001595639,0.0003456804,0.0000564901,0.000004339126,0.006971028],"genre_scores_gemma":[0.9992086,0.0003247955,0.00001008633,0.0002351754,0.00006376915,0.000009658849,0.00001197602,0.000003219205,0.0001327778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8286973,"threshold_uncertainty_score":0.8623451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149482233015217,"score_gpt":0.265688347497625,"score_spread":0.2241935251674729,"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."}}