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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
for full scale applications
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "for full scale applications" is correct and usable in written English.
It can be used when discussing the suitability or effectiveness of a method, technology, or product in large-scale or comprehensive scenarios. Example: "The new software has been tested and proven effective for full scale applications in various industries."
✓ Grammatically correct
Science
Engineering
Technology
Alternative expressions(1)
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
3 human-written examples
First, the accuracy of the analytical model developed by the author is examined for full scale applications.
As a means of making tractable rapid explorations of scientific and engineering application programs in the context of new, emerging, and future computing architectures, a suite of "miniapps" has been created to serve as proxies for full scale applications.
The dissolved organics content in the full scale case is approximately the same as the average concentrations in the laboratory experiments, implying that these small scale tests yield values realistic for full scale applications and more insight than obtainable in field studies.
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Due to more potential for full scale application the continuous operation mode was recommended.
Science
The new configuration has a low footprint and allows for easy aeration and faeces collection, thereby making it suitable for full scale application.
Science
The results are therefore representative for full-scale applications.
Science
Specifically, the horizontal continuous reactor was suitable in view of ease of solid transfer, which is essential for complete destruction of PCBs and for full-scale applications.
A saturated neutralization reactor with no media operated at hydraulic retention time of 10 h and a concentration of 2000 ppm in CO2 enriched air is recommended for full-scale applications.
Science
Finally, previous and current efforts, point to further development of TiO2-based AOTs, and more growth as a competitive process for full-scale applications in the near future are described in the end of this chapter.
Of course, for full-scale applications, the equilibrium time should not be too high.
Following further 'acclimatisation' of the technology, field trials proved successful and led to plans for full-scale application of the approach with community-based NGOs in Bolivia.
Science
Expert writing Tips
Best practice
Always consider whether a more specific phrase, such as "for large-scale implementations" or "for comprehensive applications", might be more appropriate to convey the exact meaning you intend.
Common error
Avoid using "for full scale applications" when the application is only intended for a limited or pilot program. This phrase implies a complete, widespread deployment, so use it accurately to reflect the true scope.
Source & Trust
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "for full scale applications" functions primarily as a prepositional phrase modifying a verb or noun, indicating the intended scope or purpose of an action or design. Ludwig AI analysis confirms that the phrase is used to denote readiness or suitability for large-scale implementations.
Frequent in
Science
65%
News & Media
18%
Formal & Business
17%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "for full scale applications" is a prepositional phrase indicating suitability for complete and widespread deployment. Ludwig AI confirms its grammatical correctness and appropriateness in formal and scientific contexts. While not exceptionally frequent, the phrase is useful for denoting readiness for large-scale implementations. To ensure clarity, define what constitutes 'full scale' within your specific field. When writing, you could replace this phrase with "for large-scale implementations". Be sure to avoid using this phrase when describing solutions still in the pilot phase.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
for large-scale implementations
Emphasizes the act of putting something into effect on a grander scale.
for comprehensive applications
Highlights the thorough and all-encompassing nature of the applications.
in extensive real-world scenarios
Focuses on the practical and widespread use of something in actual settings.
for complete operational deployment
Stresses the full and ready state of an application being put to work.
in broad practical usage
Underscores the widespread and hands-on utilization of something.
for widespread industrial use
Highlights use within an industrial context and suggests wide adoption.
in major commercial rollouts
Focuses on the business aspect of launching applications to the market.
for total system integration
Stresses the complete inclusion of something within a larger system.
in overall practical implementation
Emphasizes overall practical deployment.
for complete real-world employment
Stresses the full utilization of something in practical and genuine scenarios.
FAQs
What does "for full scale applications" mean?
It refers to the use of a technology, method, or product in its complete and largest possible implementation. It suggests the solution is ready for deployment across an entire system, industry, or organization.
When is it appropriate to use "for full scale applications"?
Use it when discussing the readiness or suitability of something for widespread and complete deployment. For instance, if a technology has been tested and is ready for use across an entire enterprise, it's appropriate to say it's ready "for full scale applications".
What are some alternatives to "for full scale applications"?
You can use alternatives like "for large-scale implementations", "for comprehensive applications", or "in extensive real-world scenarios" depending on the context.
How does "for full scale applications" differ from "for pilot projects"?
"For full scale applications" indicates a complete rollout, while "for pilot projects" refers to testing a solution in a limited environment. They represent opposite ends of the deployment spectrum.
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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
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested