"I notice that the shade of ..."

I notice that the shade of the bar indicating how many users gave a probability estimate is visible before users give their own estimate. Won't this anchor users and result in less useful estimates? Would it be better to hide the shades and allow users to vote or select 'show estimates' before displaying the estimates of other users?