Ok, to complete this for anyone else that searches... this was my error.
Even though it looks like the Uno, I had to select Duemilanove, and now that I look at it, its more like the Duemilanove in appearance.
Just glad my board hadn't gotten stuffed.
I will mark this as solved for people in the future.