In our school there are two teams of judges judging each project.
The first team conducts an interview with the contestant, the second team judges the experiment based on the clarity of the display board. The second team of judges generally gives way lower scores. It is a challenge to explain your project with clarity yet some depth:-)
Oh, and the school uses parent volunteers to tally numbers only. They invite engineers from local companies to serve as judges.