First, we show the infimum and supernumerary are as you say. Clearly $0$ is a lower bound, and $1$ an upper bound, but we must show they are, respectively, the greatest lower bound and least upper bound. I claim that (i) if $a > 0$ is a rational number, then there exists $x \in X$ such that $x < a$, and (ii) if $b < 1$ is a rational number, then there exists $y \in X$ such that $y > b$.
For (i), let $a = m / n$, where $0 < m < n$. We wanna find a number between $0$ and $a$, so we can make the easy choice and pick the midpoint between them, namely $x = \frac{m}{2n}$. Thus if $a$ was
For (ii), let $b = p / q, 0 < p < q$, and then let $ y = \frac{2p + 1}{2 q}$. Again, we choose a point between $b$ and $1$ to show $b$ wasn't an upper bound.
So now we've determined that $\inf X = 0, \sup X = 1$. But neither $0$ nor $1$ is contained in $X$, so they can't be the minimum or maximum, respectively.