Cowans, AmberLambin, XavierHare, DarraghSutherland, Chris2025-02-032025-02-032024-12-26Cowans, A, Lambin, X, Hare, D & Sutherland, C 2024, 'Improving the integration of artificial intelligence into existing ecological inference workflows', Methods in Ecology and Evolution. https://doi.org/10.1111/2041-210X.144852041-210XORCID: /0000-0003-4643-2653/work/177256393https://hdl.handle.net/2164/24982We thank members of our research group and EC for insightful discussions on which aspects of analysing AI-labelled data introduce confusion for users. For the analysis in Box 1, we use data from Durham University, collected as part of the National Hedgehog Monitoring Programme (www.nhmp.co.uk), overseen by the People's Trust for Endangered Species.10860622engartificial intelligencecamera trappingclassifiershierarchical modellingmachine learningmisclassificationoccupancy modellingpassive acoustic monitoringQH301 BiologySupplementary InformationSupplementary Datahttps://doi.org/10.17605/OSF.IO/YP8RK (DASLinkQH301Journal article10.1111/2041-210X.14485http://www.scopus.com/inward/record.url?scp=85213013854&partnerID=8YFLogxK