If I have a perfectly balanced and thus fair cubic die, then polish 3 adjacent faces (so that their coefficient of friction is effectively zero) and roughen the remaining faces (so that their coefficient of friction is, say, one) but otherwise leave the die still perfectly balanced, how will it affect the fairness of the die, assuming it is used normally, i.e. by throwing it on a horizontal surface with random velocity and spin?
More generally, other than balance (macro geometry and density), what factors would affect the fairness of regular polyhedron used as a die?