After you beat Wilfred Rosario in champion mode, you next fight is against Ricardo Alvarez.
You must beat him by knockout because the fight is in Alvarez's hometown of Chicago. After the first round. Gus will say:
'The judges ain't even watching this fight. I Can see it in their eyes.'
But, you can't beat him until round 4.Weird.