If you reapply, you probably stand a good chance of getting in, but the question you should ask yourself is whether you actually want a gap year. Oxbridge is, of course, the best University education you can get, but it isn't some form of magic elixir. If you have the motivation, you are just as likely to succeed in life with a good Durham degree.