{"id":"W4394566322","doi":"10.1021/acs.est.3c07520","title":"Experimental Ecosystem Eutrophication Causes Offsetting Effects on Emissions of CO<sub>2</sub>, CH<sub>4</sub>, and N<sub>2</sub>O from Agricultural Reservoirs","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; University of Regina; Alberta Innovates; University of Lethbridge; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Eutrophication; Environmental science; Greenhouse gas; Biogeochemical cycle; Ecosystem; Nutrient; Nitrous oxide; Agriculture; Carbon dioxide; Radiative forcing; Pollution; Nutrient pollution; Climate change; Ecology; Biology","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":[0.0002221324,0.0004281115,0.0002936471,0.0001846748,0.0004483023,0.0002793473,0.0005520941,0.0003893948,0.002070624],"category_scores_gemma":[0.00027291,0.000319382,0.0003716688,0.0002148166,0.0007393752,0.0003328723,0.0006584797,0.0009844351,0.0001345869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009218578,"about_ca_system_score_gemma":0.0006705304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925946,"about_ca_topic_score_gemma":0.00835372,"domain_scores_codex":[0.9997867,0.00002436763,0.00002499721,0.00007786812,0.00003888032,0.00004718668],"domain_scores_gemma":[0.9994042,0.0001096018,0.0001726927,0.00007898551,0.00006086078,0.0001736064],"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":[0.003167443,0.001620059,0.004980994,0.0001095397,0.0000335781,0.0001214647,0.0001010576,0.001421866,0.9860018,0.0002538753,0.0001842508,0.002003958],"study_design_scores_gemma":[0.001003682,0.01854138,0.10154,0.00002807452,0.0002491221,0.0002314505,0.0003816864,0.01290391,0.8588855,0.00106484,0.005101524,0.0000687202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980944,0.00003662509,0.0005042618,0.00004554624,0.00001367459,0.0001029962,0.0003807864,0.00002518845,0.0007966058],"genre_scores_gemma":[0.9919239,0.000151832,0.003585375,0.0001911742,0.00001023669,0.0007918176,0.0005948935,0.00003592499,0.002714865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003925946,"threshold_uncertainty_score":0.007806182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005346378162167492,"score_gpt":0.1947264518249408,"score_spread":0.1893800736627733,"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."}}