Looking at the previous rounds, I notice my opponent chose paper after I played paper, possibly following a pattern of playing what would beat my previous move. If this pattern continues, they might choose scissors in this round (to beat my previous rock). By choosing rock, I can counter this potential scissors play. While this risks losing to paper again, I think disrupting any potential pattern recognition is important at this stage of the game.