The opponent has shown a strong preference for rock (4 of 7 rounds), but after losing repeatedly to my paper strategy, they're likely to switch to scissors in this round to counter what they perceive as my pattern. By choosing rock, I can beat their potential scissors play. Additionally, if they stick with rock (their most common choice), we'll tie rather than lose.