USPS Package recieved with "Postage Due?"?

I got a package today, it was shipped in one of those large envelopes, and it had a notice saying I owed them some money. What does this mean exactly? I bought it from a seller on ebay and payed all of the shipping costs, so should I pay this as well? What will happen if I don't pay this?

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