Sigh, I found the answer. Get a hold on the ScrollableView, override the onBeforeScroll event handler and return a boolean to indicate whether the view should scroll or not.
Example:
var scrollView = dijit.registry.byId("myScrollableView");
scrollView.onBeforeSCroll = function(evt) {
return shouldTheViewScroll();
}