  In this supplementary material, we investigate further the impurity-induced
freezing mechanism in a doped system of 3D weakly coupled ladders resembling
Bi(Cu$_{1-x}$Zn$_x$)$_2$ZnPO$_6$ using large scale Quantum Monte Carlo
simulations.
