Idea: Only have the "submit" link (or even the "threads" link) on the "new" page. It won't get everyone reviewing new all of a sudden but undoubtedly headlines will catch people's eyes en route and perhaps encourage people to pay more attention to it.

(Update: On reflection, reducing usability might not be a great way to go. Typically that's a better way to reduce bad behavior than to encourage good..)