{"id":"W4412734253","doi":"10.1029/2024gb008218","title":"New Deoxygenation Threshold for N<sub>2</sub> and N<sub>2</sub>O Production in Coastal Waters and Sediments","year":2025,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université du Québec à Rimouski","funders":"Fonds de recherche du Québec – Nature et technologies; Ministère des Transports; Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Deoxygenation; Environmental science; Sediment; Production (economics); Oceanography; Geology; Hydrology (agriculture); Geomorphology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001028155,0.0001507473,0.0001274013,0.0003628013,0.0002066036,0.0003780804,0.0002322555,0.0002453424,0.0003856713],"category_scores_gemma":[0.0001458476,0.0001447997,0.0001059241,0.0001430831,0.0002695866,0.0002768349,0.0003207288,0.0002357493,0.00006673338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006611887,"about_ca_system_score_gemma":0.0002855879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226675,"about_ca_topic_score_gemma":0.01769745,"domain_scores_codex":[0.9999458,0.000003176048,0.000003318375,0.0000275244,0.000008474502,0.00001172135],"domain_scores_gemma":[0.9998986,0.00001419535,0.00003748843,0.00000596599,0.00002301585,0.00002066885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002682206,0.0000462911,0.4639488,0.0000630382,0.00003133252,0.0001646189,0.0003436267,0.001163902,0.5265498,0.0004739709,0.0001672856,0.006779078],"study_design_scores_gemma":[0.000005757748,0.00008362168,0.9528346,0.00001213651,0.00001285947,0.0000634885,0.0003545729,0.004992433,0.04036873,0.000293509,0.0009651696,0.00001308084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988803,0.0001100781,0.0003657245,0.00001881636,0.000001562892,0.000002723446,0.0001085118,0.00002076637,0.0004914309],"genre_scores_gemma":[0.9995845,0.00002333721,0.0002160527,0.00001050392,9.862396e-7,0.000002652486,0.00008440574,0.000002149175,0.00007549325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226675,"threshold_uncertainty_score":0.0243907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007455573746181081,"score_gpt":0.2075046976300899,"score_spread":0.2000491238839089,"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."}}