{"id":"W4390944766","doi":"10.3390/w16020316","title":"Dissolved Major and Trace Elements in the Largest Eurasian Arctic Rivers: Ob, Yenisey, Lena, and Kolyma","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Russian Science Foundation; Agence Nationale de la Recherche","keywords":"Arctic; Trace element; The arctic; Context (archaeology); Environmental science; Physical geography; Geology; Oceanography; Geography; Geochemistry","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":[0.0003748467,0.0004589252,0.0005660726,0.0009152209,0.0007599048,0.001124418,0.0002022093,0.0002735482,0.0004193182],"category_scores_gemma":[0.0003431428,0.0003010179,0.0003949425,0.001157119,0.0004254759,0.0006048892,0.0009246789,0.0003595595,0.00009586581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873001,"about_ca_system_score_gemma":0.0008051774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04216485,"about_ca_topic_score_gemma":0.07448106,"domain_scores_codex":[0.9997882,0.00001655144,0.00002932721,0.00009671056,0.00003035579,0.00003886366],"domain_scores_gemma":[0.9997284,0.00002965281,0.0001043397,0.00001280047,0.00008592878,0.00003881477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005489435,0.00005575495,0.9507784,0.0001647958,0.000226719,0.0003135258,0.001885899,0.0005533642,0.0356991,0.000187067,0.0001993385,0.009386991],"study_design_scores_gemma":[0.000009964812,0.00004764017,0.995198,0.00001503295,0.00004444861,0.0000881614,0.001154171,0.0002643613,0.002227112,0.00002462427,0.0009197454,0.000006765401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987739,0.0001802369,0.00004927182,0.00001162779,0.000002686831,0.000003088933,0.0003637724,0.00000377842,0.0006115824],"genre_scores_gemma":[0.9975273,0.0002009,0.000434587,0.00001778239,0.000004212256,0.00001376465,0.001088542,0.00001048517,0.0007024396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04216485,"threshold_uncertainty_score":0.08383888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256519977319012,"score_gpt":0.2335717845127875,"score_spread":0.2110065847395974,"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."}}