The maximum probability of committing a Type I error is known as the significance level, denoted as alpha, and is commonly set at 5% (or 0.05). This probability is determined by the likelihood of rejecting a null hypothesis when it is actually true. The significance level is fixed by the statistician before conducting the statistical test.