How to create/assign value to ExtractionResult manually for presenting in Validation Station

I have some custom fields that I want to present together with those determined Invoice fields in the Validation Station. I am thinking if I can assign the custom values after Data Extraction Scope. But not sure how to modify the values in the ExtractionResult?

Anyone can suggest how this can be done?