Hmm, so, there's a teenager that loves astronomy and is very clever but he lives in rural Indiana with some parents who neglect him.
(Or any third-world country around the world; or even worse, a war ridden place).
How do you suggest he should prepare for this kind of opportunity?
I'm not detracting from his merit, but 99% of this outcome is due to being next door to Caltech and sympathetic to its faculty.
You don’t choose what you want, you choose what you can have.
Astronomy is one of those fields where amateurs make new discoveries quite frequently.
As always, when working outside the system, it should be expected that semantics will be used against you, but if it's your interest, it needn't stop you nor need care about such unpersuasive arguments.
There are a gazillions of children capable of discovering things. What's important is to be the child with the social proof to get it published or actually keep the credit. That's highly valuable because having powerful friends/family is what helps fund, support, and continue research. A nobody can safely be discarded, rob the credit, then use the powerful to keep funding your friends -- in fact this might be even better for "science."
The whole point of getting a PhD is to rub robes with the upper crust, get the contacts, perform the slave labor for the powerful, and become enrobed with the social proofs. If you just want to discover things, you don't need academic credentials, but you can sleep soundly knowing the information will get out there you just have to give it to someone credentialed to take the credit.