For wilderness survival I would avoid the 5.56mm, incorrectly called .223 (which is related but different) entirely. The cartridge is overkill for small game, a major long-term food source, while it is too light for deer, a good source of meat that lasts as long as it lasts.
I like several things about 5.56 for a survival rifle. You can take game up to and including deer, you can carry more ammunition for a given amount of weight than with heavier cartridges, it's probably the most plentifully available rifle ammo in North America, and it's reasonably effective for defensive purposes.
There's no perfect firearm for every survival situation; all are compromises. I'd certainly prefer a .22LR for taking small game and a .30-06 for taking deer or anything larger.