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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
contrary to our speculation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "contrary to our speculation" is correct and usable in written English.
It can be used when presenting information or evidence that contradicts previous assumptions or guesses. Example: "Contrary to our speculation, the results of the experiment showed a significant increase in productivity."
✓ Grammatically correct
Science
News & Media
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
2 human-written examples
The Th17 cell population was not associated with CMV-specific CD4+ T cell responses, contrary to our speculation, but was linearly related to CD8+ T cell responses.
Science
However, contrary to our speculation, we could not detect any significant difference caused by variations in serum IgG1 fucosylation levels in healthy individuals (Fig. 7) although individual human serum IgG1 from 12 healthy donors showed slight variations in the concentration (5.3 to 7.5 mg/mL) and the content of non-fucosylated oligosaccharide structures (1.2 to 6.5%).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Contrary to our speculations [ 18], we find that, for this particular problem, SVM does not offer a statistically significant improvement over KNN in terms of prediction accuracy (Table 2).
This is contrary to our initial speculation that the tolerant genotype (Apo) should exhibit preferential expression in the heterozygote.
Science
Contrary to our previous speculation, an ancestral urea amidolyase gene likely arose in bacteria and then appeared in the fungal lineage before the divergence of the subphyla Pezizomycotina and Saccharomycotina by prokaryote-to-eukaryote horizontal gene transfer.
Science
"Contrary to media speculation, I can confirm that I have not suffered a stroke.
News & Media
Contrary to some speculation, he has no expectation that he will ever lead the Labour Party.
News & Media
"Contrary to media speculation on Sunday evening, Nigel remains the club's first-team manager," the statement said.
News & Media
Contrary to newspaper speculation, Wayne Rooney says he is still committed to United's cause, and he scored twice Sunday to demonstrate the fact.
News & Media
To the Editor: Contrary to the speculation in Bob Herbert's column, the nation's nuclear energy facilities are well prepared to protect public health and safety.
News & Media
But, contrary to widespread speculation, no decisions were announced about plant closings or other measures to reverse years of losses at the carmaker.
News & Media
Expert writing Tips
Best practice
Make sure that the statement following "contrary to our speculation" is clearly and directly opposed to the speculation you are referencing. This creates a strong and effective counterpoint.
Common error
Avoid using "contrary to our speculation" when the subsequent information is only slightly different or tangentially related to the original speculation. The phrase works best when there's a direct contradiction, not just a minor deviation.
Source & Trust
86%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "contrary to our speculation" functions as a transitional phrase or discourse marker. It signals a shift in the narrative, indicating that the subsequent information will challenge or negate a previously stated assumption or prediction. As Ludwig AI suggests, the phrase is commonly used to introduce surprising or unexpected results.
Frequent in
Science
60%
News & Media
30%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "contrary to our speculation" is a phrase used to indicate that subsequent information will contradict a prior assumption. It's most common in science and news contexts, with a formal register. As Ludwig AI suggests, it's important to ensure the statement following the phrase directly opposes the speculation for the contrast to be effective. Although grammatically correct, it appears rarely, suggesting more common alternatives might be preferred. Therefore, consider using other options like "against our expectations" or "disproving our hypothesis" depending on your specific meaning.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
against our expectations
Emphasizes the surprise element when actual results differ from what was anticipated.
disproving our hypothesis
Highlights that the speculation was not just different, but definitively shown to be untrue.
in opposition to our forecast
Focuses on the predictive aspect of the speculation and its divergence from reality.
belied our initial thought
Suggests that the actual outcome contradicted the original idea or consideration.
in contrast to what we envisioned
Highlights a difference between a previously imagined scenario and the real situation.
counter to our assumption
Highlights that the assumption was incorrect or misguided.
differing from our anticipation
Focuses on the divergence between the anticipated outcome and the actual result.
despite our prediction
Indicates that the prediction made was not accurate.
running contrary to our expectations
Emphasizes the direct opposition to what was initially expected.
as opposed to our conjecture
Highlights that an informed guess or conjecture did not align with the actual outcome.
FAQs
How can I use "contrary to our speculation" in a sentence?
You can use "contrary to our speculation" to introduce a finding or result that opposes your initial guess or assumption. For instance, "Contrary to our speculation, the experiment yielded different results".
What's a formal alternative to "contrary to our speculation"?
A more formal alternative would be "in contradiction to our hypothesis" or "in opposition to our forecast". These phrases are suitable for academic or professional contexts.
What can I say instead of "contrary to our speculation"?
You can use alternatives like "against our expectations", "disproving our hypothesis", or "in opposition to our forecast" depending on the specific context.
Is it okay to use "contrary to our speculation" in academic writing?
Yes, it is acceptable. However, ensure that the speculation is clearly defined and that the contradictory evidence is robust and well-supported.
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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
86%
Authority and reliability
4.3/5
Expert rating
Real-world application tested