Can a minor attend a Genius Bar appointment alone?

No, you need to be over 18. They might accept a minor with ID but it is not guaranteed:

1.7 No Sale to Minors. Purchase under these terms is available only to those who have reached the age of majority.

(Source)

Also confirmed by a recent live chat.