When using Category Merchandising both out of stock, and products that are Blacklisted will show up in the configured sequences. This is because majority of the market feels that showing products, even if they are not purchasable is essentially best-practice from a usability perspective.

Under Settings within Category Merchandising a user can configure if products should be mixed in with the rest of the products, or hidden at the end of the configured category