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Quvenzhane Wallis, 'Beasts of the Southern Wild'
Yes, she was six when the movie was filmed. That doesn't mean she wasn't acting, and acting her heart out in the most natural way imaginable. Not including her in the Best Actress category is absolute nonsense.