What problem does it solve?
Most estimation exercises focus on accuracy: were you close? But being right by luck isn't the same as being right by judgment. Calibration — the relationship between confidence and accuracy — is a better signal of "good judgment." It's measured in forecasting tournaments (Good Judgment Project), intelligence analysis, and weather prediction.