Grip plays a part - holding the club in your hand (as opposed to your fingers) keeps the clubface open through impact (this is experience talking).

Rather than holding the club with the grip splitting the base of your palm (under the big pad of the thumb), try getting the grip under the pad by the little finger. This is where the club should be, and it gets your clubface back to where your started it (if your grip is neutral).