The science of computing is a real science.
The way we learn and study topics is divorced from the original method of discovering those topics. The way people learn Computer Science is generally by absorbing the information, not by doing the experiments. So it is difficult for people to understand that the way we have this knowledge is through hypothesis forming and experimentation i.e. Science.