Explanation

In an intrinsic semiconductor, there are equal numbers of electrons in the conduction band and holes in the valence band

So the Fermi level, which represents the energy level at which the probability of finding an electron is 50%

Lies right in the middle of the band gap between the valence and conduction bands.