Webster – there is the WP Super Cache forum but the answer is simple. If using mod_rewrite to serve cached files then there won’t be any queries executed. The page might load images that require queries but the cached html itself won’t require queries.

If using PHP mode than I think it won’t need any or many queries but I can’t remember right now.