Observing that the opponent has played ‘paper’ twice in the first three rounds—it suggests that paper might be a favored choice. Playing ‘scissors’ would beat paper. Though there's some variability, capitalizing on the opponent’s apparent preference may secure a win in round 4. Therefore, I'll choose scissors.