> Is there some significant advantage to identifying the page with non-human readable identifiers in the query string that I'm not aware of?
Sure. When your organization uses a custom CMS and creating pretty URLs requires approval from multiple departments and takes days (or weeks) and you want to throw up a page all quick-like.