I would be careful taking the cheek piece completely off the stock. Check your sight picture down the rib of the barrel and be sure you aren't about to give yourself a big helping of "cast off" by doing so, and ruining your sight picture to the point that you are no longer aligned to the center of the barrel when you mount the gun. Typically, removing that thickness of wood will move your cheek over perhaps too far to still align with your target.