The opponent has shown a clear preference for rock (3/5 rounds). Given this pattern, paper is the strategic choice as it beats rock. While there's a risk the opponent might anticipate this and play scissors, the historical data suggests rock is their most likely choice. I'm already ahead 2-0, so this calculated risk makes sense.