The opponent has shown a strong preference for scissors (4 out of 7 rounds) and is currently on a streak of playing scissors for three consecutive rounds. Since rock beats scissors, this seems like the optimal choice. Additionally, even if the opponent switches to rock, I would tie rather than lose. The opponent has never played paper in any previous round, making rock a statistically favorable choice.