{"id":"W4321371052","doi":"10.1021/acs.est.2c07181","title":"Synergistic Effects of Warming and Internal Nutrient Loading Interfere with the Long-Term Stability of Lake Restoration and Induce Sudden Re-eutrophication","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Experimental Program to Stimulate Competitive Research; European Social Fund; National Key Research and Development Program of China; Poul Due Jensens Fond; Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences; Helmholtz-Zentrum für Umweltforschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; H2020 Marie Skłodowska-Curie Actions; National Natural Science Foundation of China; European Commission; European Regional Development Fund; Global Lake Ecological Observatory Network; Ministry of Science and Technology of the People's Republic of China; National Science Foundation","keywords":"Eutrophication; Hypolimnion; Environmental science; Ecosystem; Global warming; Algal bloom; Climate change; Precipitation; Trophic level; Biomass (ecology); Lake ecosystem; Ecology; Nutrient; Hydrology (agriculture); Phytoplankton; Biology; Geology; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468908,0.0004269929,0.00029483,0.0002431862,0.0003042693,0.0005796139,0.0002288069,0.000302771,0.0006329779],"category_scores_gemma":[0.0003080181,0.0001569246,0.0006163982,0.0002777604,0.0003130352,0.0005981777,0.0008760251,0.0002617677,0.00005465293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006135111,"about_ca_system_score_gemma":0.0006802457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007987043,"about_ca_topic_score_gemma":0.01532487,"domain_scores_codex":[0.9998821,0.00002485293,0.000008199425,0.00003292908,0.00001859369,0.00003324078],"domain_scores_gemma":[0.999913,0.00002117137,0.00002940217,0.00001039839,0.0000104607,0.00001548497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002994098,0.0002471639,0.3903162,0.0002622358,0.0007670322,0.0007934298,0.0003780948,0.4186155,0.1528993,0.003955843,0.0006965263,0.0307693],"study_design_scores_gemma":[0.0000302287,0.0002620314,0.3857013,0.00002347459,0.0003652575,0.0001537845,0.0003447122,0.5909414,0.01755791,0.002999977,0.001573378,0.00004658895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954652,0.0001128146,0.003401968,0.00005771291,0.000007799478,0.00000598324,0.0001025839,0.00004382681,0.0008020939],"genre_scores_gemma":[0.9994141,0.00004279292,0.0003912817,0.000005575229,0.000001329954,0.000002869053,0.00004227472,0.000003605548,0.00009629306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007987043,"threshold_uncertainty_score":0.01588112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006367946553564968,"score_gpt":0.2118882052031877,"score_spread":0.2055202586496227,"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."}}