I don't know if that's a shakey assumption. The same claim was made about a civilization being expansionist. It was quickly pointed out that the one and only civilization we actually know of was, in fact, expansionist.
The same would apply to civilization and radio. While some might not, that we do surely indicates it's a definite non-trivial possibility, if not probability.