How can I fix canonicalized blog page duplication?

Topic summary

A Shopify store owner is experiencing canonical URL issues with their blog pages. The problem involves duplicate content detection:

Affected URLs:

Issue:
Both URLs are appearing as canonicalized in their SEO checklist, indicating search engines may see them as duplicate content rather than recognizing the paginated version as a variant of the main page.

Status:
The user is seeking guidance on how to resolve this canonical tag configuration issue to prevent SEO penalties from duplicate content. No solutions have been provided yet.

Summarized with AI on November 19. AI used: claude-sonnet-4-5-20250929.

We have

bright-corners/blogs/home-blogs

bright-corners/blogs/home-blogs?page=1

they are Canonicalised in my seo checklist. how to fix it ?