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The phrase "as science" is correct and usable in written English.
It can be used when discussing a topic or concept in relation to scientific principles or methods.
Example: "The findings of the study were presented as science, emphasizing the rigorous methodology employed in the research."
Alternatives: "in scientific terms" or "from a scientific perspective".
Exact(59)
Estimating reserves is as much art or politics–as science.
These are ethical judgments masquerading as science.
Which other disciplines count as science?
As science goes, this is kudos aplenty.
It's not so beautiful as science".
As science, this investigation is wholly satisfying.
As science developed, branches formed.
Perhaps, but not masquerading as science.
Six cities were named as "science cities".
He described her work as "science fiction".
Similar(1)
"We're determined to be just as science-y as we are arts-y," Dr. Gombrich said.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com