Blog category slug shortcode not working

Hi there, I’m trying to show a particular blog category on the home page. I’m using the shortcode and using the category slug but rather than showing just that category it’s showing them all.

The shortcode I’m adding is [blog number=”3″ category=”case-studies”] which should just show articles from the case studies category, but it’s showing all of them.