Based on the opponent's past moves, they've chosen rock in 2 out of 3 rounds. This suggests a potential preference for rock. Choosing paper gives me the best chance to counter this pattern and win if they choose rock again. Even if they choose paper, I'll get a tie rather than a loss. Given my current score deficit, I need to make calculated moves to catch up.