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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
characterized to see
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "characterized to see" is not correct and does not convey a clear meaning in written English.
It is unclear in its intent and does not fit standard grammatical structures. Example: "The study was characterized to see the effects of the new drug on patients."
⚠ May contain grammatical issues
Science
News & Media
Alternative expressions(19)
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
1 human-written examples
To examine this behavior, multiple model structures were characterized to see which model structure best explained the experimental data.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
These aggregates were characterized and tested to see their suitability to be utilized in bituminous mixtures.
Science
He uses the term "blindness to the human aspect" to characterize the inability to see the humanness of a person [15].
Neopythagoreanism is characterized by the tendency to see Pythagoras as the central and original figure in the development of Greek philosophy, to whom, according to some authors (e.g. Iamblichus, VP 1), a divine revelation had been given.
Science
The role that thiol groups play in arsenic detoxification has been well characterized, therefore we expected to see induction of genes involved in sulfate assimilation and metabolism in response to arsenic stress.
Science
To further characterize this interaction and to see whether it occurs in the context of a NuRD complex, we tested if MEP-1 binds to the NuRD components LIN-53/RbAp and LIN-40/MTA.
Science
Such arguments are commonplace and plausibly underwrite the widespread resistance to various revisionary theses though it is admittedly rare to see them characterized in terms of "counterexamples".
Science
I was surprised to see you characterize this section of the book as the "first and last" thing you had to say about your own life.
News & Media
She argues that they falsely assume that rape is a static trait not only across cultures, but across species, that they fail to see that characterizing a behavior as rape requires a culturally specific notion of consent and that cultural meanings of rape have changed over time.
Science
In Azurdia's case, physicians found that his death was "likely" preventable ― with one doctor characterizing the nurse's refusal to see him as "egregious".
News & Media
Notably, it has been used to characterize physicalism (see Section 5.4), and to capture David Lewis Humeann supervenience thesis: "all there is to the world is a vast mosaic of local matters of particular factÉ all else supervenes on that" (1986a, ix-x).
Science
Expert writing Tips
Best practice
Avoid using the phrase "characterized to see" in formal writing. Opt for clearer and more grammatically correct alternatives such as "analyzed to observe" or "examined to determine".
Common error
A common mistake is to use "characterized to see" when intending to convey the purpose of an action. This phrase is grammatically awkward. Instead, clearly state the purpose using phrases like "in order to observe" or "with the aim of determining".
Source & Trust
82%
Authority and reliability
1.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "characterized to see" functions as a connector indicating purpose, although it's grammatically awkward and uncommon. It attempts to link the act of characterizing something with the intention of observing a particular outcome. Ludwig AI indicates that this phrase is not correct.
Frequent in
Science
60%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
5%
Wiki
3%
Reference
2%
Ludwig's WRAP-UP
In summary, the phrase "characterized to see" is grammatically questionable and rarely used. Ludwig AI confirms its incorrectness. While it attempts to convey the idea of analyzing something to observe its effects, it's better to opt for clearer alternatives such as "analyzed to observe" or "examined to determine". Its limited presence in scientific texts does not justify its use, given the availability of more precise and standard alternatives. Avoid using "characterized to see" in formal writing to ensure clarity and grammatical correctness.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Analyzed to observe
Replaces "characterized" with "analyzed" and "see" with "observe", focusing on a detailed examination.
Examined to determine
Substitutes "characterized" with "examined" and "see" with "determine", emphasizing the process of finding something out.
Investigated to understand
Replaces "characterized" with "investigated" and "see" with "understand", highlighting a systematic inquiry.
Studied to identify
Changes "characterized" to "studied" and "see" to "identify", focusing on a careful and thorough examination to recognize something.
Evaluated to assess
Replaces "characterized" with "evaluated" and "see" with "assess", emphasizing the process of judging the value or quality.
Tested to ascertain
Substitutes "characterized" with "tested" and "see" with "ascertain", focusing on finding something out for certain.
Researched to discover
Replaces "characterized" with "researched" and "see" with "discover", highlighting a detailed study to uncover new knowledge.
Profiled to reveal
Changes "characterized" to "profiled" and "see" to "reveal", focusing on creating a description to uncover information.
Classified to view
Replaces "characterized" with "classified" and "see" with "view", emphasizing the arrangement into categories for observation.
Assessed to observe
Substitutes "characterized" with "assessed" and "see" with "observe", highlighting the evaluation for the purpose of watching carefully.
FAQs
What does "characterized to see" mean?
The phrase "characterized to see" is not standard English and lacks a clear, direct meaning. It is often interpreted as an attempt to describe the process of analyzing something to observe the outcome or effects. However, more precise language should be used for clarity.
How can I rephrase "characterized to see" to be more grammatically correct?
Instead of "characterized to see", you can use alternatives such as "analyzed to observe", "examined to determine", or "investigated to understand" depending on the specific context.
Is "characterized to see" appropriate for formal writing?
No, "characterized to see" is not appropriate for formal writing due to its awkward grammatical structure and lack of clarity. It is better to use more precise and standard phrases like "analyzed to observe" or "investigated to understand".
What's the difference between "characterized to see" and "analyzed to observe"?
"Characterized to see" is grammatically unconventional and unclear. "Analyzed to observe" is a clearer, more direct way of expressing the idea of performing an analysis for the purpose of observation.
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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
82%
Authority and reliability
1.8/5
Expert rating
Real-world application tested