Condition for Expectation of Non-Negative Random Variable to be Zero

Theorem
Let $X$ be a random variable.

Let:


 * $\map \Pr {X \ge 0} = 1$

Then $\expect X = 0$ $\map \Pr {X = 0} = 1$.