{"id":"W3016756588","doi":"10.1051/e3sconf/202016304006","title":"Coloured dissolved organic matter in aquatic ecosystems of three representative regions of the Arctic according to the data obtained in year 2019","year":2020,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Foundation for Basic Research; Alberta Agricultural Research Institute","keywords":"Colored dissolved organic matter; Environmental science; Arctic; Peninsula; Kola peninsula; River delta; Aquatic ecosystem; Oceanography; Ecosystem; Dissolved organic carbon; Organic matter; Physical geography; Hydrology (agriculture); Delta; Ecology; Geography; Geology; Phytoplankton; Nutrient; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002101905,0.0002095272,0.0001936687,0.001260789,0.000495323,0.0007003215,0.00009412004,0.0001528843,0.000214277],"category_scores_gemma":[0.0002025141,0.00009561265,0.0002592976,0.001403303,0.000154566,0.0001787099,0.0002753563,0.00009674043,0.00008604306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273583,"about_ca_system_score_gemma":0.0006231029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03975309,"about_ca_topic_score_gemma":0.08036038,"domain_scores_codex":[0.9998671,0.00001655726,0.00001212803,0.0000333807,0.00004010507,0.00003073816],"domain_scores_gemma":[0.9998142,0.00001494579,0.00004661119,0.000007478437,0.00009120268,0.00002562658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002053255,0.00002229093,0.9687487,0.0000922653,0.0001186785,0.0001937845,0.0007138844,0.0004103908,0.01879113,0.00005701201,0.0001217265,0.01052486],"study_design_scores_gemma":[0.000001504318,0.0000243392,0.9962948,0.000007207532,0.0000320687,0.00009084603,0.0007366115,0.0001816284,0.001792222,0.00001704682,0.0008169179,0.000004859946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974478,0.0003741165,0.0002015192,0.000009974405,0.000004751867,0.000004918513,0.001123025,0.000005222595,0.0008285823],"genre_scores_gemma":[0.9969438,0.0003616673,0.0006639306,0.00001477606,0.00000430291,0.000009869336,0.001578439,0.000003069127,0.0004202256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03975309,"threshold_uncertainty_score":0.07904339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506826024462543,"score_gpt":0.243592755888579,"score_spread":0.1985244956439535,"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."}}