I knew that someone would have made a YouTube video of it....
Doc Brown says 'Great Scott!' because, of course, it is an epithet in Mark Twain's A Connecticut Yankee in King Arthur's Court, which is a classic time travel story; Twain uses it because A Connecticut Yankee is partly poking fun at the popular novels of Sir Walter Scott and his imitators.
