The opponent has chosen scissors in 4 out of 9 rounds, including 3 of the last 4 rounds. Rock beats scissors, so this gives me the best chance of winning or at least tying the final round. Additionally, since I'm already ahead 3-1, choosing rock is a strategic move to counter their most frequent choice and secure the overall win.