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I've previously read the article you've mentioned above, but it's referring to Panda, not Pengiun.

Such as over-optimized navigation links? Over use of internal links, for example, linking to the same page always with the same anchor text?

Not necessarily true. A penguinized site can still rank for plenty of keywords, especially if the site has lots of pages, just probably not the keywords you were trying to rank for.