My opponent has shown a preference for rock (playing it in rounds 1 and 3). Playing paper gives me a good chance to win if they continue this pattern. While they might anticipate this and switch to scissors, I believe there's a stronger probability they'll stick with their apparent favorite choice or possibly try paper themselves (leading to a tie).