Based on the alternating pattern in the last three rounds, my opponent is likely to play paper in this decisive round. Additionally, having just lost to my paper with their rock, they might expect me to play paper again, which would lead them to play scissors. To counter both of these possibilities, scissors is my best strategic choice. If they play paper as per their alternating pattern, I win. If they anticipate my paper and play scissors, we tie rather than me losing.