I think prediction is about something you don't know. What happens in the future is that you might come to know.

For example, we predict that there is gold in X location.

When I read the first part of Origin of Species, Darwin made predictions where, I thought, "oh, that's just genetics and DNA." (Of course, he didn't know at the time.)