Differentiate the uniform effective action:
To reproduce the printed coefficient, define the spin-summed density of states per site by
The saddle-point approximation then gives
The uniform spin field and magnetization obey for occupations per site. If a one-spin density of states were used instead, the factor would be absent. The spin field is an energy, rather than directly a magnetic moment.