Using javascript you could set the dummy button to trigger a click event on the main button and stop the dummy button from following through with the full click. Might look something like this:
$("#dummyButton").click(function(e){
e.preventDefault();
$("#mainButton").click();
// or i've had better luck with this
// $("#mainButton").trigger('click');
return false;
});