Used and loved by millions
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
careful justification
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "careful justification" is correct and usable in written English.
It can be used when discussing the need for thorough reasoning or rationale behind a decision, action, or belief. Example: "In our report, we provided careful justification for the proposed changes to the policy to ensure transparency and understanding."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
thorough rationale
meticulous reasoning
rigorous substantiation
adequate justification
detailed explanation
substantiated claim
detailed justification
careful mind
careful needle
careful pause
careful middle
careful shopper
careful listening
careful sir
careful explanation
careful doctor
careful look
careful reading
careful planning
careful siting
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
6 human-written examples
Most of existing numerical models rely on either solid elements with a detailed corrosion damage model, involving impractical computational costs, or fiber beam elements with an incomplete corrosion damage model, requiring careful justification.
Therefore, careful justification of event penalties is required.
Science
A PK PD model that ignores known active metabolites requires careful justification.
Implementation of strategies to identify and treat such diseases in LMICs requires careful justification.
Science
However, in the Discussion we provide a careful justification for why brain injury (TBI) is emphasized in the Abstract and Title.
Science
I think if the authors are to convince a large community that considerable resources should be dedicated to cataloguing in great detail the genome of non-model organisms (an endeavor I would personally gladly support), the grand vision outlined in this paper would be much better served with a careful justification with specific and practical goals.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
How would he have been judged, he asked, if an Iraqi or Iraqi-assisted attack had taken place after he had shrunk back from the issue?What a pity that before the war neither the British nor the American governments stuck to such careful justifications.
News & Media
The paper presents a careful motivation and justification of the applicability of generalized sketches for formalizing practical modeling notations.
Hence, a careful definition and justification of what is a target and a non-target pest is important as it has implications for the evaluation of the interactions of GMPs with NTOs.
The authors state "indomethacin is potentially a harmful drug", a splendid justification for careful placebo-controlled assessment of the patient before longer term medicine exposure.
These further investigations need careful epidemiological and biological justification, and are our on-going work.
Science
Expert writing Tips
Best practice
In formal writing, "careful justification" can be strengthened by explicitly stating the criteria used for evaluation. This adds a layer of rigor and allows readers to assess the validity of the rationale.
Common error
Avoid claiming that a "careful justification" is irrefutable or beyond question. Even with meticulous reasoning, alternative interpretations or limitations may exist. Acknowledge potential counterarguments to enhance credibility.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "careful justification" functions primarily as a noun phrase, where the adjective "careful" modifies the noun "justification". It is used to describe the quality or nature of the justification being presented. As Ludwig AI reports, the phrase is correct and usable in written English.
Frequent in
Science
50%
News & Media
35%
Wiki
15%
Less common in
Encyclopedias
0%
Formal & Business
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "careful justification" is a grammatically sound phrase used to describe a thorough and well-reasoned explanation. It commonly appears in scientific and news contexts, indicating a need for precision and validity. Ludwig AI confirms its correctness and usability. Alternative phrases like "thorough rationale" or "meticulous reasoning" can be used to add variety, depending on the specific nuance you wish to convey. When using this phrase, ensure that the reasoning is clearly articulated and supported by credible evidence, while acknowledging potential limitations. Avoid overstating the certainty of the justification.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
thorough rationale
Replaces "justification" with "rationale", highlighting the underlying reasoning process and adding emphasis through "thorough".
meticulous reasoning
Substitutes both words to focus on the detailed and precise thought process behind the validation.
rigorous substantiation
Emphasizes the strict and demanding nature of the supporting evidence.
detailed explanation
Shifts the focus to a comprehensive account, replacing "justification" with the more general term "explanation".
well-supported argument
Frames the justification as a claim that is backed by solid evidence, altering the sentence structure.
reasoned defense
Presents the justification as a structured and logical argument in support of something.
substantiated claim
Highlights that the justification is actually a statement supported by the evidence.
validated premise
Emphasizes the aspect of verifying the foundational assumption of an argument.
conscientious defense
Implies that the person is putting efforts into the justification.
thoughtful explanation
Emphasizes that the reasoning is in-depth and takes multiple considerations in account.
FAQs
How can I use "careful justification" in a sentence?
You can use "careful justification" to emphasize the need for a well-supported and reasoned explanation. For example: "The implementation of new policies requires "careful justification" to ensure fairness and understanding."
What are some alternatives to "careful justification"?
Alternatives include "thorough rationale", "meticulous reasoning", or "rigorous substantiation", depending on the specific nuance you want to convey.
When is it appropriate to use the phrase "careful justification"?
It's appropriate when describing a process or decision where a thorough and well-reasoned explanation is necessary, especially when dealing with complex or potentially controversial issues.
What's the difference between "careful justification" and "adequate justification"?
"Careful justification" implies a more detailed and thoughtful reasoning process, while "adequate justification" suggests only the minimum level of support needed to be acceptable.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested