I'm choosing rock because the opponent has shown a pattern of playing scissors frequently (4 out of 7 rounds, including the last two rounds). Since rock beats scissors, this gives me a good chance of winning if they continue this pattern. Additionally, my only win so far came from playing rock in the previous round, so there's some psychological value in repeating a successful move.