How to fix self-canonical on paginated pages?

The paginated pages on my website have self-referencing canonical which creates content duplicacy for each page.

I reached out to ghost support via email regarding the same issue earlier also. And they said that I can’t customize paginated pages as it’s built into Ghost’s core files.

Would like to know if customization is not possible, what else I can do to fix it?