It has to be something like this. In the Celsius scale, like people already said, it makes no sense to say "twice as cold" because there is no zero level. Kelvins give you absolute zero, where (theoretically) all molecular motion stops, so you can kind-of compare things like this.
In reality though, it does depend a lot on perception and such, so it's not a great scientific question.