You can use the events panel to wire an event to navigate to the expanding page. For auto-expand, you may have to wrap the goToPage call within a setTimeout.
setTimeout(function() {
gwdDoubleClickElement.goToPage('expanding-page');
}, 3000); // expands to page after 3s