Based on the pattern analysis, my opponent has shown a tendency to counter previous winning moves. Since I won with paper last round, there's a good chance my opponent will play scissors to counter. Rock would be the optimal choice to beat their likely scissors play. Additionally, my opponent hasn't played rock in the last two rounds, potentially making it more likely to appear. With the current score at 2-3, I need to make a strong strategic choice to tie up the game.