I'm choosing rock because the opponent just played scissors in the previous round and might avoid repeating the same move. Additionally, looking at their pattern throughout the game, they've shown a tendency to play rock after scissors (rounds 5-6 and 2-3). While their choices have been evenly distributed overall, playing rock gives me the best chance to counter their potential move in this final round.