It does not require a supernatural entity. But chance is pure abstraction. My point exactly, it can be defined, predictions can be made.
Chance is a non-entity.
It may be a useful statistical concept, but to use it as a cause is to say that there is no cause. Chance has no material content. Take for example, a coin toss. Chance cannot influence - it is merely a description of mathematical possibilities. Arguing for chance as a cause is arguing against logic.