The opponent has played scissors in the last two rounds and might switch to rock next (which they've used most frequently). Paper would beat their rock. Additionally, since I just won with rock, they might expect me to play rock again and choose paper themselves, in which case we'd tie. Paper gives me a balanced strategy against their most likely moves.