Based on the game patterns, I'm choosing scissors because my opponent may anticipate me switching to rock after they played scissors last round. If they expect this and play paper to counter my predicted rock, my scissors will win. Additionally, scissors has been successful for me in previous rounds (6 and 7). Since I only need a win or tie to secure the game, and my opponent must win, they're likely to make a strategic adjustment that I can exploit with scissors.