Looking at the pattern of play, I notice my opponent has used paper in rounds 4, 7, and 9, including the most recent round. There appears to be a tendency to play paper after I play rock, which I did in round 9. Additionally, the opponent has used scissors less frequently than the other options (only 2 times). While the opponent has already secured the overall win with 4 points to my 2, I'll choose scissors as it would beat paper if they follow their recent pattern. Even though I can't win the match at this point, I can still try to narrow the final score.