I had my first SSSS in many moons on Monday:
I think it was checking in at the kiosk within 30 minutes of departure. I have often checked in at the counter within 30 minutes: no SSSS markings. Usually use the computer to print boarding card from home, but didn't do it on Monday.
This was on the Shuttle at LGA by the way.