I'm assuming you plan to hunt in Nevada:
There aren't a lot of places to find turkeys in Nevada:
so do some scouting before you buy a tag.
Even if rifles were legal a 22 would be a poor choice. A shotgun with a full or tighter choke would be a better bet.