Nah she's dumb. She has no clue what she's doing and her plans make no sense. I'm half expecting the other girls will have to do all the heavy lifting to get to Antarctica because I just can't see Shirase doing anything right.
I do like her though. Her terminal stupidity is kind of endearing.