An analyst builds a linear regression model predicting monthly energy consumption from average outdoor temperature. After fitting the model, they plot the residuals against the predicted values and notice the points form a clear U-shaped (curved) pattern rather than being randomly scattered around zero. What does this pattern most likely indicate about the model?