Most scholarships and awards you have to claim on your taxes as income, but some are exempt.
If you're not sure, then say no to that question. They'll take off income taxes as a part of each pay, but then when you file your tax forms you'll have your actual income information along with all your receipts and if you're under, then you'll get the money back - at least, that is my understanding of how it works