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
incorporates fixed
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "incorporates fixed" is not correct and lacks clarity in written English.
It may be intended to describe something that includes or integrates fixed elements, but it needs additional context to be meaningful. Example: "The new software incorporates fixed parameters to enhance performance."
⚠ May contain grammatical issues
Science
Alternative expressions(2)
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
A hybrid OR incorporates fixed imaging in a sterile OR setting.
Science
This stage-wise superstructure model incorporates fixed mass transfer coefficients, fixed column diameters, no pressure drops, and unequal compositional mixing for models.
Science
We adopt the power consumption model incorporates fixed circuit power, dynamic circuit power, and transmit power which depends on the efficiency of the PAs at different terminals.
The population model now incorporates fixed and random effects and provides a priori information about the expected person distribution given all available background information (von Davier et al. [2009]).
29 This approach uses the maximum-likelihood estimation to a mixed-effects model that incorporates fixed covariate effects, additive genetic effects and residual error.
Science
The GBLUP model could use raw measurement data rather than deregressed breeding values as phenotypes; it incorporates fixed effects of common environments and genotype by environment (G×E) interactions; and it allows spatial analysis and other more complex variance−covariance structures.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
Figure 3 Examples of person changes over time incorporating fixed and random effects.
Most precast factories incorporate fixed molding production lines to produce building structural elements such as beams, trabeculae and pillars.
Science
Residuals are indeed strongly correlated for some pairs of the dependent variables; however, it is practically difficult to incorporate fixed effects in the SUR model.
Science
Sahrawi refugees were forced to incorporate fixed and variable capital to substitute resources otherwise obtained for free in their traditional territories.
Science
The mixed effects modelling approach provides a flexible tool for the analysis of grouped data, giving the possibility to incorporate fixed as well as random effects within one model.
Science
Expert writing Tips
Best practice
When using the phrase, ensure the noun following "fixed" is clear and grammatically correct, such as "incorporates fixed parameters" or "incorporates fixed costs".
Common error
Avoid using "incorporates fixed" when you actually mean "incorporates fixing" or "incorporates a fix". "Fixed" describes something that is already set, while "fixing" implies an action of repairing or adjusting. For example, if you are adding a repair, use "incorporates fixing", not "incorporates fixed".
Source & Trust
78%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "incorporates fixed" functions as a verb phrase modifying a noun, indicating that something includes or integrates elements that are unchangeable or predetermined. As Ludwig AI points out, the phrase isn't ideal and lacks clarity.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, while the phrase "incorporates fixed" appears in some technical and scientific literature, it is grammatically awkward and not ideal for clear communication. Ludwig AI indicates that the phrase lacks clarity. The analysis reveals its function as a verb phrase modifying a noun, with the purpose of describing the inclusion of unchangeable elements. Simpler and more direct alternatives like "includes fixed" or "integrates fixed" are generally preferred. Usage is primarily within formal and scientific contexts, but its infrequent occurrence suggests careful consideration of alternative phrasing for improved clarity and impact.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
includes fixed
Direct replacement with a simpler verb, focusing on the act of including.
integrates fixed
Highlights a more thorough combination or blending of the fixed element.
features fixed
Emphasizes the fixed element as a prominent characteristic.
builds in fixed
Implies that the fixed element is an inherent and foundational part of the whole.
embeds fixed
Suggests that the fixed element is deeply integrated and difficult to remove.
comprises fixed
Indicates that the whole is made up of, among other things, the fixed element.
uses fixed
Focuses on the application or utilization of the fixed element.
employs fixed
Similar to "uses fixed" but slightly more formal.
adopts fixed
Highlights the choice or selection of the fixed element.
applies fixed
Focuses on the practical implementation of something predetermined.
FAQs
How can I use "incorporates fixed" in a sentence?
While "incorporates fixed" is not ideal, it's typically used in technical contexts to describe something that includes unchangeable elements. For instance, "The model incorporates fixed parameters to ensure consistency."
What are some alternatives to "incorporates fixed"?
Consider using more common and clearer phrases such as "includes fixed", "integrates fixed", or "features fixed" depending on the specific context.
Is it grammatically correct to say "incorporates fixed"?
The phrase "incorporates fixed" is grammatically awkward. It's generally better to rephrase it for improved clarity and flow. For example, consider using "incorporates fixed elements".
What's the difference between "incorporates fixed" and "incorporates fixing"?
"Incorporates fixed" suggests including something already established, while "incorporates fixing" implies integrating a repair or adjustment process. The correct choice depends on whether you're referring to a static component or an action of fixing something.
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
78%
Authority and reliability
2.8/5
Expert rating
Real-world application tested