Based on the game history, my opponent has shown a tendency to play rock (4 times) and has recently played rock after I played paper. They may stick with rock again trying to break my paper pattern, or switch to paper expecting me to play rock. Scissors gives me a good chance against paper, and while it would lose to rock, I'm already winning 4-2 overall, so I can afford to take this calculated risk in the final round.