What is the temperature of a bag of ice?

That depends upon the temperature setting of the freezer, the type of freezer (chest, upright, self-defrosting) and how quickly it can recover from being opened.

The best storage temperature for ice cream is around -15F to -10F. The best scooping temperature (which varies depending upon the formulation) is around +5F to +10F.