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Temperature for 98% occupation probability

Short answer

Solve f(E)=0.98 with E−E F = −0.3 eV: 0.98 = 1/(1+e^{-0.3/kT}) => e^{-0.3/kT}=0.020408 => 0.3/kT = ln 49 = 3.892 => kT = 0.07708 eV, T = 894 K.

Calculate the temperature at which there is 98% probability that a state 0.3 eV below the fermi energy level will be occupied by an electron.

The occupation probability of a state is given by the Fermi–Dirac function

f(E)=11+exp⁡(E−EFkT)f(E) = \frac{1}{1 + \exp\left(\dfrac{E - E_F}{kT}\right)}

Given: f(E)=0.98f(E) = 0.98, E−EF=−0.3E - E_F = -0.3 eV (state is below EFE_F), k=8.617×10−5k = 8.617\times10^{-5} eV/K (=1.38×10−23= 1.38\times10^{-23} J/K).

Solve for T

0.98=11+e−0.3/kT1+e−0.3/kT=10.98=1.020408e−0.3/kT=0.0204080.3kT=ln⁡10.020408=ln⁡49=3.892kT=0.33.892=0.07708 eV\begin{aligned} 0.98 &= \frac{1}{1 + e^{-0.3/kT}} \\ 1 + e^{-0.3/kT} &= \frac{1}{0.98} = 1.020408 \\ e^{-0.3/kT} &= 0.020408 \\ \frac{0.3}{kT} &= \ln\frac{1}{0.020408} = \ln 49 = 3.892 \\ kT &= \frac{0.3}{3.892} = 0.07708\ \text{eV} \end{aligned} T=0.07708×1.6×10−191.38×10−23=894 KT = \frac{0.07708\times1.6\times10^{-19}}{1.38\times10^{-23}} = 894\ \text{K}

Answer: T≈894T \approx 894 K (about 621 °C).

At this temperature kT=0.077kT = 0.077 eV. Below 894 K the probability of occupation of that state is higher than 98 % (it tends to 100 % as T→0T \to 0); above 894 K it falls below 98 %, because more electrons are thermally excited above EFE_F, leaving states below EFE_F empty.

✓ Answer checked by Claude Opus 5.5 (high effort)

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