The opponent has shown a switching pattern and may expect us to play scissors next based on our previous moves. As a high-skilled player who has lost twice, they might choose rock either to counter our expected scissors or out of frustration to break their losing streak. Paper would win against such a rock play while also being a relatively safe choice.