Because the consumer has to be able to trivially scan it with their smartphone and get useful information out of it. In reality, that means it has to be a valid URL you can visit with a web browser, as forcing literally everyone to install a proprietary URN-handling app is a dealbreaker.

The whole point of it is that you can just say "scan the barcode with your smartphone to find out if your product is part of this recall".