Ben--
You may need to use a smaller "seam allowance" or, depending on your fabric, you may need to take triangular notches out of the 1/2 inch "seam allowance" to allow it to lie flate against the base of the mouthplate.
If you're using contact cement, pull your fabric over the "lip" and...