(a) The probability of electrons to be found in the conduction band of an intrinsic semiconductor
$P(E) = \frac{1}{1 + e^{\frac{(E - E_{F})}{kT}}};$ where $k =$ Boltzmann’s constant
Hence, at a finite temperature, the probability decreases exponentially with increasing band gap