{"id":"W2604340324","doi":"10.1038/srep45811","title":"Degradation potentials of dissolved organic carbon (DOC) from thawed permafrost peat","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Montréal","funders":"Kungliga Fysiografiska Sällskapet i Lund; Maj ja Tor Nesslingin Säätiö; Helge Ax:son Johnsons Stiftelse; Svenska Forskningsrådet Formas; Vetenskapsrådet; Itä-Suomen Yliopisto","keywords":"Peat; Dissolved organic carbon; Permafrost; Degradation (telecommunications); Environmental chemistry; Environmental science; Carbon fibers; Chemistry; Ecology; Biology; Materials science; Computer science","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":[0.0002312695,0.0002180353,0.0001434246,0.0003124543,0.0002820209,0.0005681807,0.0001141368,0.0001871261,0.0006240407],"category_scores_gemma":[0.0002232639,0.00009424119,0.0001855561,0.0001620214,0.000247933,0.0004093875,0.0002086761,0.0003221317,0.0001172315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949388,"about_ca_system_score_gemma":0.0003120316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593391,"about_ca_topic_score_gemma":0.006155693,"domain_scores_codex":[0.9999087,0.00001035192,0.000006384482,0.00002337733,0.00002279747,0.00002831623],"domain_scores_gemma":[0.9998535,0.00003709208,0.00003434938,0.000008212854,0.00003594145,0.00003088101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003331241,0.00005532648,0.1346778,0.0001055052,0.00004713174,0.0001529736,0.0001398917,0.0007292621,0.8541411,0.0001160396,0.00004475269,0.009457112],"study_design_scores_gemma":[0.00000863693,0.0002803335,0.6089416,0.00002053215,0.00003446026,0.0002056674,0.0004612568,0.002494909,0.3863629,0.0002074839,0.0009645904,0.00001767172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990479,0.000168844,0.0001923044,0.000009195864,0.000002177587,0.000003521978,0.0001478293,0.000002950557,0.0004252623],"genre_scores_gemma":[0.9989206,0.0001839515,0.0003177676,0.00001286173,0.000002210991,0.000006737985,0.0002522262,0.000002964997,0.0003007361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003593391,"threshold_uncertainty_score":0.007144928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616839875835329,"score_gpt":0.248827642778446,"score_spread":0.2126592440200927,"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."}}