I remember what I learned from going to the state science fair in middle school: how to fabricate results when the testing apparatus you built isn't sensitive

I remember what I learned from going to the state science fair in middle school: how to fabricate results when the testing apparatus you built isn't sensitive enough to actually conduct the experiment. I think science fairs could be greatly improved if they were more accepting of failed experiments.