I'm guessing their ability to identify a paid advertorial is going to come down to educated guesses. With their failure to identify sites using other blatant spamming and black hat tactics, I don't have much faith that they will be able to get this right.

Unfortunately, the result will be a lot of sites playing within the rules getting unfairly penalized, just like Panda and Penguin.