"Cold," is usually a relative and subjective term. IMO, though, and objectively, if the temperature is such that water will freeze (and thus, so will I), then it's cold. That being said:

36F/2C with light winds and clear. Not quite "cold" yet, but it's certainly a reasonable facsimile.