The opponent has played paper for three consecutive rounds. While they might anticipate my scissors play and switch to rock, their historical preference for paper (4/8 rounds) suggests they may continue with paper. Since I need to win this round to keep my chances alive in the game (currently behind 3-4), I'll choose scissors to counter their potential paper play.