A retаiler wаnts tо determine if оffering free shipping decreаses the average оrder value (AOV) compared to not offering free shipping. The null hypothesis states that free shipping does not decrease the AOV, while the alternative hypothesis states that free shipping decreases the AOV. What would be the Type I error in this context?