def METHOD_NAME(setup: LikelihoodSetup) -> None:
    # We expect the negative parameter values to be clamped to the same value, so output should be
    # constant:
    cv = setup.likelihood.conditional_variance(Datum.X_negative, Datum.F)
    assert_constant(cv, axis=-2)