A TV executive wants to see if teenagers in 2021 watch more than 2 hours of Youtube videos a week. They plan on running adds on Youtube if a study shows teens spend more than 2 hours a week on youtube. She hires a researcher who takes a random sample of 100 teenagers and runs a hypothesis test. Which of the following descriptions would represent a Type I error?