For the purpose of this study we only consider the MACE-MP-0 energies. The forcefield conveniently gives a smoother picture, removing sites and sampling considerations at low oxygen content. This picture, although less accurate in principle, is more relevant for the study presented here. In any case, this choice does not change our conclusions in any way.