"Big Game" James Shields?

He's my favorite pitcher and all, but why have I never heard him called this until the TBS announcers started referring to him as it during this series? And how exactly does one get a "Big Game" moniker when your team has never played in a big game until this season? At any rate, here's to hoping I can remove the question mark from the title of the post in about 18 hours.