{"id":"W3134195618","doi":"10.1029/2020gb006871","title":"Pan‐Arctic Riverine Dissolved Organic Matter: Synchronous Molecular Stability, Shifting Sources and Subsidies","year":2021,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurora College; University of Alberta","funders":"National Science Foundation","keywords":"Dissolved organic carbon; Arctic; Environmental science; Permafrost; Oceanography; Environmental chemistry; Chemistry; Geology","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":[0.0002547197,0.0001247148,0.000191789,0.0005749829,0.0004838733,0.0005167405,0.0001342842,0.0001257941,0.0005050364],"category_scores_gemma":[0.0002522502,0.00008347486,0.0001253471,0.0005769976,0.0001843448,0.0002059958,0.0002861821,0.0001535333,0.00006986871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004525888,"about_ca_system_score_gemma":0.0002857609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01595965,"about_ca_topic_score_gemma":0.02853752,"domain_scores_codex":[0.9999311,0.000006532275,0.000004447501,0.0000271334,0.00001651012,0.00001429406],"domain_scores_gemma":[0.9997565,0.00002372282,0.00007074556,0.00001434915,0.0001122731,0.00002232414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003097008,0.00003392805,0.7996826,0.00007399106,0.0001166085,0.0001438742,0.0004516862,0.0008516006,0.1745161,0.0004407906,0.0002909839,0.0230882],"study_design_scores_gemma":[0.000002097131,0.00002420441,0.992402,0.000004922328,0.00001711494,0.00005897836,0.0001771633,0.000810734,0.005143478,0.00009784706,0.001257853,0.000003710062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981655,0.0002274458,0.0003120396,0.00002952266,0.000003285733,0.000001837897,0.0003928559,0.00001120966,0.0008562778],"genre_scores_gemma":[0.998985,0.000123098,0.0003247399,0.0000143752,0.000004662851,0.000002015591,0.0002729296,0.000004716267,0.0002684144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01595965,"threshold_uncertainty_score":0.03173351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143677963243159,"score_gpt":0.2214032749174989,"score_spread":0.207035478593183,"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."}}