The textbook answer is that it's a dialect if 2 persons of good will and reasonable sense are able to understand each other.

That would mean Spanish and Italian were dialects. I think the answerr greg quoted is the best rule of thumb - though I'd put it the other way round, "a dialect is a language that does not have an army or navy", to allow for cases like Welsh, or the various Native American languages.