Look for a small depression or slot around the edge of the cover plate where it meets the door. Place a wood shim directly against the door, positioned with the tapered edge against the slot.

And if your floors are uneven, like mine are, a set of shims might help reduce any shifting. When Porter and Crash started having trouble getting up and down, I used Armarkat Classic Pet Steps to ...