A lack of understanding on my part has lead to poor wording . I’m struggling to understand why the log likelihood used in the code is independent of the shape and scale parameters.

I think I’ve just figured out my mistake… I was thinking the variance of the modelled residuals would vary with the mean but that’s not the correct interpretation