It doesn't work for me after a dozen tries both in login and Users & Groups, both clicking immediately or waiting for 30 seconds or so. But see my post below.
You need to use the return key, not the Unlock button for the bug to manifest itself. Latest High Sierra beta released today is still vulnerable. Having root disabled/no password is the only other requirement besides hitting return with root:blank once or twice.