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Unlike rocks, plastic is high in energy (as evidenced by the fact that you can put it on fire).

Sure, but petroleum is also high in energy. There are even some bacteria that consume it. Yet petroleum is still available in huge deposits.

Deposits are the key, it generally isn't readily available on the surface where most of the living organisms are