market adjusted implementation shortfall? between, measures, adjusted, difference, understand

Carson

I can understand the concept of implementation shortfall which measures pnl difference between a paper trade and a real trade. So the smaller the number the better.

Market adjusted I.S subtracts the return of the stock from the I.S. I am confused. What does this really measure? Can someone say the meaning in a sentence?

Thanks!