Evaluated Looking Glass data concludes that there is a 19% probability of the worse case scenario occurring, with 85% confidence that that 19% figure is correct16.
If that probability is low, then you can reject the null hypothesis that the mean is the best predictor and, correspondingly, gain confidence that a simple linear model offers a good fit for the data.