I remember calling up the production office as a kid (via my local PBS affiliate) to find out how to be a contestant, and was told that they only take contestants from schools in the NYC area. (No idea how they chose them from there, though--perhaps they advertised locally or scouted for exceptionally good geography/history students.)
--Sam