I very often want to make a google scholar search using exactly the same search terms that i just had in google. For that i have used the Scholarfy bookmarklet (highly recommended). I have updated it to take the search string from the document title instead.
you can add a bookmark to the above url if you want it. It should work in all browsers.
So shortly: Simply replace your bookmark to google scholar with the bookmarklet above.