they will be looking at your undergraduate projects and your experience in for example lab work ( or whatever yor PhD will be in). Yes, they will interview you if they are interested. If you are far away over the phone, in my case they paid for my flight to the UK for the interview.
In the interview they will want to find out if you know what you are getting into i.e. hard work, lousy pay, long hours ...