The small-argument Taylor series of the single-site response is
Let . For a small nonzero order parameter at zero field, the self-consistency equation becomes
Since and , where , this gives
Consequently
The positive branch is the expression printed in the question, while its negative partner is required by spin inversion symmetry. The square-root behavior gives the mean-field critical exponent for the spontaneous magnetization.

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