  Inspired by Kitaev's argument that physical error correction is possible in a
system of interacting anyons, we demonstrate that such "self-correction" is
fairly common in spin systems with classical Hamiltonians that admit the
Peierls argument and where errors are modelled by quantum perturbations.
