Normalize query score before boost_mode when using function_score

This topic seems appear before, but I couldn't find useful answer for that.

With function_score query,
Is there any way to normalize query score before calculate with function score by boost_mode?

The intention here is keeping same weight for query score and function score.

As I know, query score range can be different.
For example, with cross_fields type, it seems that more query terms return bigger score.

search request A

query doc query score function score final score order
developer doc1 50 35 85 2
developer doc2 40 50 90 1

search request B

query doc query score function score final score order
developer programmer software engineer web ruby doc1 100 35 135 1
developer programmer software engineer web ruby doc2 80 50 130 2

The result order is different due to the weight of function score.

Can I normalize query score like below?

search request B

query doc query score function score final score order
developer programmer software engineer web ruby doc1 50 35 85 2
developer programmer software engineer web ruby doc2 40 50 90 1