The opponent has shown a strong preference for scissors (4 out of 8 rounds), and just recently switched to paper after not using it for 7 rounds. There's a good chance they might return to their most frequently used move (scissors) in this round. By choosing rock, I can counter their most common choice while maintaining my lead in the game. Even if we tie, I'll still have a significant advantage going into the final round.