What if the number of posts per day for a newbie is restricted? Pick a number, say 3 per day.
The number of allowed posts is increased after x number of days or weeks, or with the number of legit posts made. This would be kind of like the graduated driver's licenses, where you don't get full privileges right off the bat.
It won't stop all the stupid posts, but it will reduce the volume.