The opponent has shown a pattern of sticking with the same move for multiple rounds (4 rounds of scissors, then 4 rounds of paper). Since they've just completed 4 rounds of playing paper, they're likely to switch to a new move. Based on their cyclic pattern, rock seems like a probable choice. Paper beats rock, so I'll choose paper for this final round.