Antioxydants Counter-Productive?

Apparently antioxydant supplements can prevent some exercise-induced adaptions, including insulin sensitivity:

http://www.pnas.org/content/106/21/8665.long

What are we to make of that?

That doesn’t seem to apply to green tea however: