Uniform numerical absorption for quadratic class-group descent. The prime-factor and logarithmic losses fit in the positive exponent margin between the base-field and extension-field estimates.
Exact numerical quadratic descent. The constant is chosen before the discriminant, base discriminant, and class-group cardinalities. There is no logarithmic loss in the conclusion.