We have discussed that one particular motivation for confidence estimation is that the candidate ranking stage has some bias so it does not always rank public meanings at top when they are correct.
assuming the confidence estimation model can remove incorrect top-ranked result, we still need one additional step to decide if any public meaning is correct, which we call a final selection model.