{"id":"W3086958571","doi":"10.1029/2019jg005348","title":"Morphometric Control on Dissolved Organic Carbon in Subarctic Streams","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Subarctic climate; Drainage basin; Dissolved organic carbon; Environmental science; Total organic carbon; STREAMS; Hydrology (agriculture); Permafrost; Catchment area; Spatial ecology; Carbon fibers; Physical geography; Geology; Ecology; Geography; Oceanography; Cartography","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":[0.0005752611,0.0002367208,0.0002237282,0.0008285199,0.0002063379,0.0006334912,0.0001508731,0.0001075573,0.0009352647],"category_scores_gemma":[0.001774066,0.0001015351,0.0002211541,0.0008121004,0.0005632156,0.000181613,0.0003944401,0.0001435507,0.0001144847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406417,"about_ca_system_score_gemma":0.0003536621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321881,"about_ca_topic_score_gemma":0.0169466,"domain_scores_codex":[0.999818,0.00006042553,0.00001097322,0.0000461275,0.00004122762,0.00002320733],"domain_scores_gemma":[0.9989452,0.0003521749,0.0004015604,0.00006619469,0.0001349978,0.00009988783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009299428,0.00002447092,0.9872455,0.00001534123,0.00005616384,0.00007599185,0.00008855604,0.003159724,0.003439311,0.0001147212,0.0000562561,0.005631128],"study_design_scores_gemma":[0.00000106538,0.00001246786,0.9976556,0.000002173942,0.000007096718,0.00002101259,0.0000622335,0.001921525,0.000193374,0.00003232442,0.00008877681,0.000002295208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994721,0.00004677979,0.0001517661,0.000006530222,0.000001256925,0.000001617238,0.00007907837,0.000009599089,0.0002312154],"genre_scores_gemma":[0.9996998,0.00002375414,0.0000967881,0.000001800608,0.000001564653,0.000001248762,0.00009600274,0.000001658407,0.00007735519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321881,"threshold_uncertainty_score":0.02628374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08410885964823112,"score_gpt":0.3120367312420335,"score_spread":0.2279278715938023,"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."}}