My impression is that you can do stuff with carbon that you can't do with silicon unless you dope with rare minerals. I could be wrong. Can someone elaborate who knows more about this than I do?

Good point, I forgot about the doping.

It is at least as abundant as carbon, but it's not found pure in nature and purifying it requires a lot more energy than carbon and is a lot dirtier.