I agree with Maggie & Joules.... The weave looks more like what you'd see with rayon as well. Non-textured cotton tends to have a very "flat" weave, hard to see in photos. But the weave in yours is readily visible in the photos. Also, rayon, while it sometimes feels "silky," doesn't always.
Oh, and that is really a great dress! Love that collar!