Based on the opponent's recent pattern (paper→scissors→rock in rounds 7-9), they might play paper next to complete a rotation. Also, with my current lead, choosing scissors gives me a good chance to win if they play paper, and even if we tie (both choosing scissors), I still win the overall game.