Popver Button Not Working

I've put a popover button on the same layout as the calendar Web Viewer. But after I use the popover once and then close it, it won't open again. I recall reading here (though I can't find it now) that KC said you can't use popovers on the Calendar layout. Is this true or is there some other reason for the popover button failing to open?