The reason funding goes to those that find 'good' results is the same reason why funding goes to those that start successful start-ups. Even though both parties probably have less control over the outcome than they think the perception is that they do and that betting on them again is a better bet than betting on someone that did not succeed to score.

That's how we're wired, we simply like success stories much more than that we like stories of failure.