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There are many, many different invertebrates-- generalizing about them like that is similar to saying "gophers are vertebrates. goldfish are vertebrates. I know if I hold a gopher underwater for 5 minutes it will die, so it stands to reason that if I hold a goldfish under water for 5 minutes it will die."
However, I have no idea if starfish are sensitive to copper levels or not.