Gold atoms act as anchoring sites for gold nanoparticles in the ceria-catalyzed water-gas shift reaction; however, the anchoring site of the nanoparticle is a matter of debate. Both oxygen and cerium vacancies have been suggested as the anchoring sites in different studies. Aiming to provide insight into this issue, we utilize density functional theory and ab initio thermodynamics approaches to investigate the formation of various vacancies at a CeO2{111} surface, both with and without gold adatoms. We find that, under reaction conditions, the cerium vacancy is much harder to form and is much less stable than the oxygen vacancy, regardless of the absence or presence of gold on the surface. Gold adsorption at the oxygen vacancy site is stron...