Is the gradient wrong in sklearn.gaussian_process.kernels.DotProduct?

Question

In the source code of sklearn.gaussian_process.kernels.DotProduct, the function is defined as:

# line 2049
K = np.inner(X, Y) + self.sigma_0 ** 2