I'm choosing rock because the opponent has shown a preference for scissors (used in 3 out of 8 rounds, including the most recent round). Rock beats scissors, giving me a good chance to win this critical round. Additionally, the opponent may be expecting me to switch to paper after the previous tie with scissors, making rock a strategic counter-move.