A sharp win is when a fight ends with the correct fighter winning.
A square win is when the judges get the decision wrong.
In Boxing, Pacman losing to Bradley because of judging error. Or in MMA, Tibau losing to Khabib because of judging error. http://hosteddb.fightmetric.com/fights/index/3950