Based on the opponent's history, they've chosen scissors in rounds 2 and 4, and might return to scissors after using rock in round 6. Even if they choose paper instead, I'm currently ahead 3-1, so I can afford to take a strategic risk. Rock gives me protection against their most likely scissors play while maintaining my lead.