Based on the opponent's pattern throughout the game, they've chosen paper multiple times (rounds 1, 4, 7), which scissors would beat. The opponent might also be trying to break their recent pattern after losing with rock in round 9. Since scissors has been successful for me in multiple rounds, I'll stick with this choice for the final round to potentially secure an 8th win.