After analyzing the opponent's previous moves, I've noticed a tendency to favor paper (rounds 1, 4, 6, and 8), which makes up half of their moves so far. Since paper is beaten by scissors, I decide that playing scissors in round 9 gives me the best chance to win or at least tie if they play their common move. Therefore, I'm choosing scissors.