It isn't capitalized because it has nothing to do with the Scottish people. It doesn't have two ts because it didn't have anything to do with Dred Scott (but then that wouldn't be a very likely source anyway if you remember the fate of the unlucky Mr. Scott).

Check here:
http://www.bartleby.com/61/73/S0157300.html