According to Kate Turabian and A Manual for Writers of Term Papers, Theses, and Dissertations (which parallels the Chicago Manual of Style), the correct useage is 1970s (or 70s). This is noted under both "DECADE" and "PLURALS OF NUMBERS" in the Numbers section. All academic pedants have a copy of Terabian on their desks.