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The phrase "a more precise categorization" is correct and usable in written English.
You can use it when discussing the need for a clearer or more accurate classification of items, concepts, or data.
Example: "In order to improve our research findings, we need a more precise categorization of the variables involved."
Alternatives: "a clearer classification" or "a more accurate grouping".
Exact(3)
In this paper, an auto-categorizing system is designed and proposed to facilitate a more precise categorization of software-based FAQs for the case subject, S Company.
However, each ISG can be further partitioned, if a more precise categorization is required.
With the cut-off values demonstrated here, a more precise categorization of adenomas in terms of their Ki-67, p53, mitotic rate and invasiveness values may be possible.
Similar(57)
This was also evident from the reclassification tables, which demonstrated a more accurate categorization into pre-specified strata.
While Coutellier and colleagues differentiate 'active nursing'passiveive nursing' and 'non-nursing/others' [51], we considered it apt to establish an a priori categorization allowing for a more precise breakdown of non-nursing behaviors relevant for the condition of the litter in either a positive (self-maintenance) or negative (neglecting behavior) way.
A major challenge we face with the TNM staging system is how to modify the M categorization system for a more precise prognostic prediction and treatment planning.
English is a more precise language.
"Use a more precise preposition".
But there is apparently a more precise personal connection.
A more precise term is lip-vibrated instrument.
They said they could not give a more precise breakdown.
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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