The opponent has shown a preference for scissors, playing it in rounds 2 and 3. They haven't played paper yet, but the probability seems higher that they'll continue with scissors or possibly return to rock. Rock is a strategic choice as it beats scissors (which they've played most frequently) and ties with rock. I'm already ahead 2-0, so this calculated risk makes sense.