Your question is Model Calibration for CTR. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain the concept of model calibration and why it is critical for click-through rate (CTR) prediction at Criteo.