{"id":"W7135823877","doi":"","title":"Revealing the potential nutrient, ecotoxin and pathogen risks to freshwaters from livestock excreta","year":2025,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; Agencia Estatal de Investigación; European Regional Development Fund; Bundesamt für Energie; Wageningen University and Research; Agence de la transition écologique; Ministerie van Economische Zaken en Klimaat; Ministry of Science and ICT, South Korea; European Agricultural Fund for Rural Development; Innosuisse - Schweizerische Agentur für Innovationsförderung; Staatssekretariat für Bildung, Forschung und Innovation; Région Bretagne; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Agriculture and Agri-Food Canada; Hainan University; National Research Foundation; Vlaamse regering; Norges Forskningsråd; Bundesamt für Umwelt; Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Rural Development Administration; Universidad Politécnica de Madrid; Regione Lombardia; Embrapa Florestas; Ministry of Agriculture, Forestry and Fisheries; Major Science and Technology Projects in Yunnan Province; National Natural Science Foundation of China; National Research Foundation of Korea; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministry of Environment; Chinese Academy of Sciences; Lietuvos Mokslo Taryba; Svenska Forskningsrådet Formas; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Natural Environment Research Council; U.S. Department of Agriculture; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Teagasc; National Science Foundation; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Science Foundation Ireland; Xunta de Galicia; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Agroscope; Geraldine R. Dodge Foundation; Department for Environment, Food and Rural Affairs, UK Government; Natural Resources Conservation Service; Grønt Udviklings- og Demonstrations Program; Bundesamt für Landwirtschaft; National Institute of Food and Agriculture; Ministerio de Ciencia, Innovación y Universidades; Fundação para a Ciência e a Tecnologia; Università degli Studi di Milano; Innovationsfonden; Grain Farmers of Ontario; Agence Nationale de la Recherche; Bundesministerium für Ernährung und Landwirtschaft; Department of Agriculture, Environment and Rural Affairs, UK Government; Comunidad de Madrid; Ministeriet for Fø devarer, Landbrug og Fiskeri; Biotechnology and Biological Sciences Research Council; Ministerio de Ciencia, Tecnología e Innovación Productiva; Department of Agriculture, Food and the Marine, Ireland; Ministerio de Ciencia e Innovación; Northwestern University; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria","keywords":"Livestock; Manure; Manure management; STREAMS; Biota; Slurry; Agriculture; Water pollution; Aquatic ecosystem; Food chain","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":[0.0003640752,0.0002701006,0.0002359801,0.0006138802,0.0004990387,0.000833635,0.0001652273,0.0004543347,0.001174471],"category_scores_gemma":[0.0005706898,0.0001039636,0.0002302258,0.0006227197,0.0003808271,0.0003000448,0.0004316854,0.0002857214,0.0002690217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954121,"about_ca_system_score_gemma":0.0005273914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007142242,"about_ca_topic_score_gemma":0.01636227,"domain_scores_codex":[0.9996369,0.00007880622,0.00002224339,0.00006472057,0.0001345715,0.00006276865],"domain_scores_gemma":[0.9995219,0.00008146165,0.0001647026,0.00002609612,0.0001634036,0.00004255391],"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":[0.0003176661,0.00008442658,0.149935,0.0003205308,0.00004163387,0.0003087539,0.0006737211,0.0002711205,0.8282807,0.0001139427,0.0002308961,0.01942148],"study_design_scores_gemma":[0.000007132345,0.00169376,0.7640358,0.00009244426,0.0000626186,0.0009966082,0.002537505,0.0006730388,0.2219485,0.0002433901,0.007677528,0.00003163687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964424,0.0002839214,0.001182445,0.00009048653,0.000007331453,0.00003065641,0.0007940853,0.00001309513,0.001155539],"genre_scores_gemma":[0.992079,0.0005783702,0.003284742,0.0001207319,0.000007581094,0.00002721813,0.000900994,0.000009607449,0.002991737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007142242,"threshold_uncertainty_score":0.01420134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124658674803008,"score_gpt":0.3096144377239641,"score_spread":0.258367850975934,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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