AFAIK, if the button you want to click is the only submit button on the form, this is the button which will be clicked when 'enter' is pushed. I have had a similar problem, but the thing was that I had two submit buttons, and I simply changed the button which shouldn't be clicked on 'enter' to a simple button (not submit).
Hope it helps, Jacob.