You don't mention which expedition company that you're with, but assuming that they provide a parka and boots (which Quark does) then all you need are jeans, waterproof pants (ski pants / shells), gloves, a warm hat, and some sweaters.
The Antarctic penninsula this time of year is heading into winter, so its getting colder, but is likely no colder than the northeast on a winter's day.
Michael