After analyzing the game history, I'm choosing rock for the final round. Since I played paper in the previous round (which resulted in a tie), my opponent might anticipate I'll either stick with paper or switch to scissors. They're likely to play scissors to counter my potential paper play. By choosing rock, I aim to break my recent pattern while also countering their most probable move of scissors.