As I mentioned in a different comment, it's probably just gravity. The rock slides against the curl because the ice is not level. Uneven cooling could cause the ice to freeze unevenly, or maybe even sublimate. Shaving patterns over time can also play a part.

Of course I'm speculating on the specific underlying cause, but I would be pretty surprised if the mechanic isn't just the rock sliding downhill.