There are a few reasons this is an unlikely scenario:
1) You need to unlock the phone to access the Amazon Go app QR code
2) There isn't just a door to the store, there are security portals that make it difficult to tailgate
3) If a thief is bold enough to steal a phone, they're not interested in petty convenience store theft, they're going to flip that phone for cash