I agree it's frustrating that most sites leave it up to each individual user to decide what each star rating means.

On the other hand, I don't think it's really a problem as long as users are consistent. It doesn't matter how "harsh" they are as long as everyone has similar odds of getting a harsh reviewer.

I do tend to leave slightly below-average ratings because I like leaving room for truly exceptional products/experiences to get a higher rating.