Thank you for your help.
So with this code:
update wp_postmeta set meta_value = '' WHERE meta_value = 'standard-rate' AND meta_key = '_tax_status'
It would replace 'standard-rate' with an empty value? And should I then run another to change it back, or will an empty value count as the standard tax rate?