Free will and the necessary evil

[Belacqua]

Some of the conclusions of Aristotle, which he based upon the PSR, are false.

So Aristotle thought that everything must have a reason why it's so. 

Which erroneous explanation was based on this assumption alone, and not an incorrect understanding of, say, physics?