The density of probability of an energy state $E$ being occupied by an electron is $$f(E,T)=\frac{1}{1+e^{\frac{E-E_F}{kT}}}$$ and the density of probability of an energy state being occupied by a hole is $$h(E,T)=1-f(E,T)=1-\frac{1}{1+e^{\frac{E-E_F}{kT}}}$$
Why are these two events incompatible? I mean, why if the probability of an electron living in $E$ is $1$, then the probability of a hole being in the same energy state is $0$?
There is another thing I don't understand. I've read that for $T=0$, the probability of an electron being in the conduction band is $0$ and it will be $1$ in the valence one. Why is this? Also, would this mean that for $T=0$, the probability of a hole living in the conduction band is $1$? (I think this last thing makes no sense... But I don't know.)