Dear authors,
the content of the paper seems correct to me now but there are some minor technical issues that should still be fixed:
p1 l13/14 there seems to be something wrong with the grammar of the newly inserted part. I think if you change to "...metrics, with ..." it would make more sense.
p2 l3 and many more places: the references are not resolved in the version attached to the reply letter.
p3 l1: is the meaning of "online" and "offline" clear or would it be better to define the terms here (e.g. prescribed meteorology vs. free-running meteorology or whatever, I am not an expert in the business, you can judge better on this.
p4 l3 Is the meaning of the term "mechanistic" clear? I know this term with another connotation which makes no sense here. Perhaps add a short note what you mean with this term?
p4 l9: delete one "it"
p7 l6: these is plural, uncertainty is singular
p9 l19: "heterogeneous parameters" do you mean "parameters of heterogeneous reactions"?
p9 l20 shouldn't the last "or" read "nor"?

I find this paper very interesting, congratulations!
Regards,
Thomas