VCP11343 | Incorrect certificates to zero-rating and lower rate supplies: Calculation and notification of a penalty: Calculating the penalty
From HM Revenue & Customs · VAT Civil Penalties
The amount of the penalty should be calculated as the difference between
the amount of VAT which would have been charged on the supply or supplies if the certificate had been correct, and
the amount of VAT actually charged.