I find myself wondering if someone is a newbie if they have a high dollar bike, nicely outfitted with a wealth of gadgets and goodies, expensive kit, and they're walking up a no biggie hill (ie. a hill I was able to make it up without dismounting when I was a newbie).

Also, helmetless on the wrong side of the road just reeks of newbiedom...