What is the advantage of a plaintiff demanding a jury trial in a civil case?

If you don't have a jury the verdict is up to the judge, and the judge only. If you have a jury, you have a more diverse group of people deciding your fate. Some see it as more of an oppertuinity for a guilty or innocent verdict depending on the case.