It sounds like all that's being offered is the chance to get your name in the pot, and maybe get your CV read a little more closely. YOU still have to get the interview and the job. Don't feel weird about it, say thank you, give them your CV and prepare for the interview. Weird would be if there was something sneaky going on. This sounds like the perfect use of professional connections.

Good luck.