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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
just a refinement
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "just a refinement" is correct and usable in written English.
It can be used when indicating a minor improvement or adjustment to something that already exists. Example: "The changes made to the design are just a refinement of the original concept, enhancing its overall appeal."
✓ Grammatically correct
News & Media
Wiki
Science
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
But, he realised, it's just a refinement of its aims: just like any company, it wants to build a "moat" – a unique selling point that protects it from would-be rivals undercutting or displacing it.
News & Media
A compact, battery-operated, wireless computer that can perform a number of functions might seem like a far cry from its mechanical ancestor, but it's really just a refinement.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Drummer Matt Cameron said that the experimentation on the album was "just a matter of refinement".
Wiki
"I think it's just a little bit of a refinement from what we've been saying from the beginning".
News & Media
Demand-driven manufacturing is a refinement of just-in-time manufacturing that takes advantage of the most recent advances in software applications.
News & Media
The interesting thing is that the evolution is no longer just technical refinement of existing games, but an expansion of what a game is and who it is for.
News & Media
He discovered in the literature an approach called microgenetic algorithms, a refinement that allowed him to consider generations of just five organisms.
News & Media
A refinement of VDA microarrays is to evaluate, not just known SNPs, but all potential SNPs within a particular gene region.
Science
No doubt the devotees will love Tomorrow's Modern Boxes – it's just that, on a personal note, I long to hear something startlingly different from Thom Yorke, a radical overhaul rather than a refinement.
News & Media
What we can expect now: pedagogical backtracking, coupled with loud insistence that it's just minor refinement and no harm was done.
News & Media
Tier 2 was a refinement in 2000.
News & Media
Expert writing Tips
Best practice
Use "just a refinement" to convey that changes are incremental and build upon an existing foundation, rather than representing a complete overhaul. This is especially useful in technical or evolutionary contexts.
Common error
Avoid using "just a refinement" when the changes significantly alter the core functionality or purpose. Overstating the subtlety of changes can mislead your audience.
Source & Trust
88%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "just a refinement" functions as a qualifier, typically preceding a noun phrase to indicate that something is a minor modification or improvement, not a significant overhaul. As Ludwig AI suggests, it emphasizes the incremental nature of the change.
Frequent in
News & Media
33%
Science
33%
Wiki
33%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "just a refinement" is a useful tool for describing incremental changes or improvements. As Ludwig AI indicates, it suggests that something has been fine-tuned or subtly modified rather than undergoing a complete transformation. While grammatically correct and acceptable, it's important to use it judiciously and avoid exaggerating the subtlety of changes. The phrase is commonly found in news, science, and wiki contexts, reflecting its suitability for describing technical or evolutionary updates. Alternatives like "merely a tweak" or "simply an adjustment" can provide similar meaning with slightly different emphasis. Be aware of the context to ensure the right phrase is used, as using "just a refinement" can sometime downplay or understate the importance or effect of change.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
merely a tweak
Indicates a very small adjustment.
simply an adjustment
Highlights the uncomplicated nature of the change.
just a modification
Emphasizes the act of altering something slightly.
a slight improvement
Focuses on the positive aspect of the change, suggesting enhancement.
a minor alteration
Highlights the small degree of change.
a subtle enhancement
Indicates a delicate and understated improvement.
a marginal adjustment
Suggests that the change is barely noticeable.
an incremental change
Implies a gradual and progressive development.
a graduated improvement
Highlights the continuous characteristic of the refinement
a progressive iteration
Suggests this refinement is one step in a series of continuing improvements
FAQs
How can I use "just a refinement" in a sentence?
You can use "just a refinement" to indicate that something is a minor improvement or adjustment to something already in place. For example: "The new model is "just a refinement" of the previous version, with a few enhanced features."
What's a good alternative to "just a refinement"?
Alternatives include "merely a tweak", "simply an adjustment", or "slight improvement", depending on the context and the degree of change you want to convey.
Is it correct to say "a just refinement" instead of "just a refinement"?
While "a just refinement" is grammatically correct, it has a different meaning. "Just" in this context would mean fair or equitable, rather than simply or only. Therefore, "just a refinement" is the more common and appropriate phrase when describing a minor improvement.
What does it mean when something is described as "just a refinement"?
It means that the thing being described is not radically different from what came before. Instead, it represents an evolution or fine-tuning of an existing concept, product, or process.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
88%
Authority and reliability
4.1/5
Expert rating
Real-world application tested