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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
contextual error
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "contextual error" is correct and usable in written English.
It can be used to refer to a mistake that arises from misunderstanding or misapplying the context in which something is presented or interpreted. Example: "The report contained a contextual error that led to misinterpretation of the data."
✓ Grammatically correct
Science
News & Media
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
This kind of contextual error is something we can readily identify and correct for through word shift graphs, but could remain hidden to users of nonlinear learning methods.
Science
If available and in a usable form, contextual information can provide powerful prognostic and therapeutic tools to the clinician's armamentarium.> Contextual error is defined as "decision-making errors that occur because of inattention to patient context [ 4- 7]".
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
That's why the system can spot contextual errors".
News & Media
If the context model is well structured, it enables analysis and reasoning over policy behaviours, useful for determining operational semantics, potential policy (or contextual) errors or omissions which one can imagine would be most useful for health services.
Contextual errors represent a failure to individualize evidence based care to patient's unique situation.
Open image in new window Figure 1 Mean reaction times (RTs) for experimental (i.e., semantically related) and control (i.e., semantically unrelated) words as a function of relatedness of meanings and contextual congruency ( error bars indicate standard errors).
Science
However, one can imagine that a Quiver-like polishing algorithm that uses multiple sequence types and their quality values that is able to take into account each sequence type's inherent biases may yield the most error-free assembly, particularly if the algorithm better focuses on resolving paralogs, possibly through contextual based error correction as in chromosome phasing algorithms.
Science
Windows provided a timely, contextual, and helpful error message.
News & Media
We term these problems as quantization error and contextual bias problems, respectively.
Science
We illustrate formally how fuzzy logic-based methodological rules can help in lowering the effects of quantization error and contextual bias problems.
Science
However, several challenges to module and system development remain, including syntactic errors, semantic errors, parameter mismatches, contextual sensitivity, noise and evolution, and load and stress.
Expert writing Tips
Best practice
When discussing research findings, clearly define the "contextual error" to ensure readers understand the specific type of misinterpretation or oversight being addressed.
Common error
Avoid assuming that all errors are "contextual errors". Accurately identify whether the error truly stems from misinterpreting the situation, or if it arises from other factors like calculation mistakes or lack of information.
Source & Trust
85%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "contextual error" functions as a noun phrase, typically used to identify a specific type of mistake that arises from a misunderstanding or misapplication of the context. Ludwig examples show its use in various fields like data science and medicine.
Frequent in
Science
60%
News & Media
30%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "contextual error" is a grammatically correct and commonly used noun phrase that refers to a mistake arising from a misunderstanding or misapplication of the context. Ludwig's analysis indicates that it's most frequently encountered in science and news media, implying a formal and analytical tone. The phrase is used to categorize and label this particular type of mistake so that a proper correction can be implemented. To ensure accurate usage, it's essential to avoid overgeneralizing the impact of this term.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
error in context
Reverses the order, focusing on the error's location within a context.
mistake in context
Substitutes "error" with "mistake", a more general term for an inaccuracy.
contextual inaccuracy
Replaces "error" with "inaccuracy", highlighting a lack of precision related to context.
situational error
Emphasizes the role of the specific situation or setting in causing the error.
context-dependent mistake
Highlights that the mistake's validity is conditional upon the context.
misinterpretation of context
Focuses on the act of incorrectly interpreting the context as the source of the error.
contextual fallacy
Uses "fallacy" to indicate a flawed argument or reasoning based on context.
erroneous contextualization
Highlights the incorrect process of placing something within a context.
context-related mistake
Indicates a mistake that is directly linked or caused by the context.
context-specific error
Highlights that the error is unique or particularly relevant to a specific context.
FAQs
How can I prevent a "contextual error" in my analysis?
To prevent a "contextual error", ensure you have a deep understanding of the background and surrounding circumstances of the data. Consider all relevant factors and avoid making assumptions based on incomplete information. Always validate your interpretations with multiple sources.
What's the difference between a "contextual error" and a simple mistake?
A "contextual error" arises from misinterpreting the situation or environment surrounding the information. A simple mistake, on the other hand, could be a calculation error or a typo, unrelated to understanding the context.
In what fields is the concept of "contextual error" most relevant?
The concept of "contextual error" is particularly relevant in fields like medicine, data science, and linguistics, where understanding the surrounding information is critical for accurate interpretation and decision-making. For example, failing to individualize evidence-based care to a patient's unique situation can be a "contextual errors" in medicine.
What are some alternatives to the phrase "contextual error"?
Depending on the specific nuance you want to convey, alternatives to "contextual error" could include "error in context", "mistake in context", or "contextual inaccuracy".
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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
85%
Authority and reliability
4.1/5
Expert rating
Real-world application tested