{"id":"W1641115601","doi":"10.1029/2012gb004342","title":"Biodegradability of dissolved organic carbon in the Yukon River and its tributaries: Seasonality and importance of inorganic nitrogen","year":2012,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":284,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Seasonality; Environmental science; Tributary; Arctic; Total organic carbon; Hydrology (agriculture); Oceanography; Environmental chemistry; Ecology; Chemistry; Geology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003823391,0.0001148285,0.0002340295,0.0000100242,0.000025672,0.00000902031,0.0001408781,0.00007999899,0.00008448517],"category_scores_gemma":[0.0001403996,0.00007603819,0.00003414803,0.0002659152,0.0001727256,0.00008914885,0.00004691559,0.00007305452,0.000001449125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006569273,"about_ca_system_score_gemma":0.00002530329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006416307,"about_ca_topic_score_gemma":0.005137682,"domain_scores_codex":[0.9990529,0.00008746657,0.0002694234,0.0001718475,0.0001852358,0.0002331357],"domain_scores_gemma":[0.9995111,0.0001185197,0.0001007495,0.0001433761,0.00003064777,0.00009560846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004717177,0.00003760091,0.9972727,0.00007258412,0.00001106927,6.327171e-7,0.0001257142,7.908809e-8,0.00161029,0.00009186706,0.000008835889,0.0007215025],"study_design_scores_gemma":[0.0001893875,0.00003671045,0.9875898,0.00001221383,0.00002126786,0.00001237402,0.0002605842,0.0001709634,0.007877697,0.003685373,0.00005075368,0.00009288272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934973,0.004812033,3.495429e-7,0.0001292241,0.00002441714,0.0001446198,0.001010088,0.000007100883,0.0003748829],"genre_scores_gemma":[0.9997422,0.00006778303,0.00002134972,0.00003082287,0.00002412679,6.906666e-7,0.0001115262,0.000001047285,4.151035e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009682861,"threshold_uncertainty_score":0.9699581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062759609555058,"score_gpt":0.2087166885103393,"score_spread":0.1980890924147887,"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."}}