{"id":"W2568667267","doi":"10.5194/bg-14-3585-2017","title":"Sediment phosphorus speciation and mobility under dynamic redox conditions","year":2017,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canada Excellence Research Chairs, Government of Canada","keywords":"Bioturbation; Environmental chemistry; Sediment; Redox; Anoxic waters; Eutrophication; Phosphorus; Chemistry; Biogeochemistry; Nitrate; Benthic zone; Nutrient; Geology; Inorganic chemistry; Oceanography","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":[0.0001114886,0.0002341443,0.0001522278,0.0002111279,0.0002005246,0.0003182146,0.0001516898,0.0001859518,0.0005170425],"category_scores_gemma":[0.0001068525,0.0001132625,0.0001046018,0.0002062208,0.0002151274,0.0001895111,0.0001649945,0.0002670303,0.0001111888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254331,"about_ca_system_score_gemma":0.0001963219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253114,"about_ca_topic_score_gemma":0.00228612,"domain_scores_codex":[0.9999155,0.000009489944,0.000004906983,0.00003366288,0.00001935232,0.00001718668],"domain_scores_gemma":[0.9999331,0.00001254459,0.00001880346,0.000005416892,0.00001793742,0.00001223653],"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":[0.000135672,0.00001225351,0.002860933,0.0000194646,0.00000693912,0.00003993347,0.00002990297,0.00009774903,0.9956288,0.00001487289,0.00001824244,0.001135359],"study_design_scores_gemma":[0.00001804151,0.0006624063,0.1404896,0.00000704179,0.00003248609,0.0001944615,0.0001846616,0.002365686,0.8548147,0.00009498378,0.001120174,0.00001580786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986367,0.0001499017,0.0005153506,0.00001366433,0.000002226066,0.000006788875,0.0003602051,0.00001233365,0.0003026887],"genre_scores_gemma":[0.9980742,0.0001648643,0.0005868625,0.00001214932,0.000003169396,0.00001156133,0.0004883065,0.000004086144,0.0006547127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00253114,"threshold_uncertainty_score":0.005032778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126947045819373,"score_gpt":0.2545169349882669,"score_spread":0.2432474645300731,"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."}}