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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
as only indicative
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as only indicative" is correct and usable in written English.
It can be used to clarify that something is meant to serve as a suggestion or example rather than a definitive statement or rule. Example: "The figures presented in the report are as only indicative of the trends we expect to see in the coming months."
✓ 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
As the number of false positives is small and the data apply to mouse only, these specificity values should be interpreted as only indicative for our approach.
Science
At best, the estimates of BP effects on mortality and morbidity should be treated as only indicative of the extent and direction of the likely associations between BPG and health status in terms of morbidity and mortality.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Despite an acceptable level of representation among the data sets, some of the combinations listed in Table 5 and Additional file 6, Table S4, were qualified as still only indicative because there was sometimes a poor level of co-localization and consequently high numbers of putative clusters were generated by MetaQTL.
Science
And again it is worth pointing out these costs are only indicative as the contract dollar values are not necessarily what is being paid out.
News & Media
Also, any rate they will submit is likely to be only indicative as "there are perhaps only 10-15 banks that can contribute regularly," said Max Leung, an interest rate strategist with BofA Merrill Lynch Global Research.
News & Media
The classification is only indicative, as the hybridization efficacy may vary from one probe to another.
As interim results, they are only indicative of progress to date.
Science
As described above, clinical signs are only indicative of surra.
But as already mentioned this comparison is only indicative and preliminary and is done only because the national Greek norms have not been published.
However, despite the availability of humanised animal models such as transgenic mice [4], immunological responses in most animal models are only indicative of what to expect in humans.
Science
These numbers are only indicative based on our dataset and can be further improved as structural and sequence data for more proteins becomes available.
Science
Expert writing Tips
Best practice
When using "as only indicative", clearly state the limitations or factors that prevent the information from being definitive. This provides context and avoids misinterpretation.
Common error
Avoid presenting information described "as only indicative" as if it were a definitive answer. Use qualifying language to maintain appropriate uncertainty.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as only indicative" functions as a qualifier, modifying a statement to indicate that it is not definitive or conclusive. As Ludwig AI states, it clarifies that something serves as a suggestion or example rather than a firm conclusion. The Ludwig examples show it is used in various academic and scientific contexts.
Frequent in
Science
75%
News & Media
25%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Academia
0%
Ludwig's WRAP-UP
In summary, the phrase "as only indicative" serves to qualify statements, emphasizing that they are not definitive or conclusive. Ludwig AI confirms its correct usage, indicating that the phrase clarifies something to be viewed as a suggestion or an example. Primarily found in scientific and news contexts, it maintains a formal register. When using this phrase, it's crucial to clearly state the limitations of the information and avoid presenting it as a final answer. Alternatives such as "merely suggestive" or "simply illustrative" may be used depending on the context. While grammatically correct, its frequency is uncommon, requiring careful application to ensure clarity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
merely suggestive
Replaces "as only indicative" with a more concise expression emphasizing the lack of definitiveness.
primarily suggestive
Highlights the suggestive nature of the information, downplaying any definitive aspect.
simply illustrative
Focuses on the example-based nature of the information, implying it's not a comprehensive representation.
for illustrative purposes only
Emphasizes the limited scope and intent of the provided information as an example.
mainly for guidance
Focuses on the guidance aspect of the information.
should be viewed as a guide
Suggests that the information is helpful but not a rigid set of rules.
to be taken as a suggestion
Directly frames the information as a recommendation rather than a firm conclusion.
considered provisional
Suggests the information is temporary and subject to change.
seen as preliminary
Indicates the information is in an early stage and not yet finalized.
interpreted with caution
Advises careful consideration due to potential limitations or incompleteness.
FAQs
How can I use "as only indicative" in a sentence?
You can use "as only indicative" to clarify that certain data, results, or observations are suggestive but not conclusive. For instance, "The preliminary findings should be treated "as only indicative" of a potential trend."
What are some alternatives to "as only indicative"?
Alternatives include "merely suggestive", "simply illustrative", or "for illustrative purposes only", depending on the specific context.
Is it better to say "as only indicative" or "merely indicative"?
"As only indicative" and "merely indicative" are very similar. "Merely indicative" is more concise and common, but the choice depends on the desired emphasis and style.
What does it mean when results are described as "as only indicative"?
When results are described "as only indicative", it means they provide a suggestion or direction but are not definitive proof or a complete representation. Further investigation or more comprehensive data is typically needed.
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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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested