Computer science OTOH is more akin to math and engineering than science. While some parts of computer science deal with the natural world like the work on artificial intelligence (which is more about psychology/philosophy than science) most of it deals with programming and electronics than the study of nature.
That is not to say that computing does not have value. It certainly does. I just think it is questionable if it deserves the science moniker.