Nate Silver lists tips for winning your Oscar pool. Among them:

The Academy which can take itself very seriously is relatively unfriendly toward comedies. If two candidates otherwise seem tied, lean toward the more dramatic film. The exception is in the supporting actor and actress categories, where the Academy likes to have a bit more fun and playing comedic or otherwise quirky and offbeat roles may actually be an advantage. 

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