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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
at play so
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "at play so" is not standard or commonly used in written English.
It may be intended to convey that something is in effect or being considered, but the phrasing is awkward and unclear. Example: "There are several factors at play so we need to consider all possibilities before making a decision."
⚠ May contain grammatical issues
News & Media
Science
Alternative expressions(5)
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
5 human-written examples
Pavlov deduced that there were colliding forces of "excitation" and "inhibition" at play — so that, at first, the stimulus spreads across the cerebral cortex and then, in the second phase, it concentrates at one specific spot.
News & Media
But the roles of cat and mouse keep switching, the evil at play so pervasive and corrosive that even those on the periphery of the agent's quest for vengeance have their lives drastically changed or ended.
News & Media
There are a bunch of factors at play, so while the number is a rough estimate, it's far from a guess.
News & Media
We knew this for a long time, there was a lot of politics at play, so at the end of the day it really comes down to: what will Canada do with its resources?" "I think it should add impetus for our governments — plural — to get on with our reputational piece," he said, referring to Canada's ability to market its oil internationally.
News & Media
These results demonstrate the importance of incorporating underlying biological processes as well as spatial and temporal scales relevant to the study population and of targeting the primary contributors to observed effects when multiple factors can be at play, so results can guide practical management options.
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
The edge probably goes to the Dolphins because they are at home and play so well in season openers.
News & Media
This was promptly confiscated (don't fret: it was returned to him at close of play) so he had to rely on the company for his stimulation.
News & Media
And that, I think, is the main problem underlying Martin's tragic death: the issues at play are so much more diverse and run so much deeper than many people realize.
News & Media
"We play so much at his speed, I needed to remind him that he sometimes needs to play at ours".
News & Media
I didn't play so well at the very end.
News & Media
Plus, you can only play so much at a time.
Wiki
Expert writing Tips
Best practice
Avoid using "at play so" in formal writing. Opt for clearer and more grammatically sound alternatives such as "at play, so" or "at work, thus" to improve readability.
Common error
Don't use "at play so" as a direct substitute for conjunctions like "therefore" or "consequently". Ensure a clear separation and logical flow by using correct conjunctions or rephrasing the sentence.
Source & Trust
87%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "at play so" attempts to link the presence of influencing factors with a consequential outcome. However, Ludwig AI notes its non-standard usage. The primary grammatical function intended is to act as a connector between a condition and its result, though it's not grammatically sound.
Frequent in
News & Media
60%
Science
40%
Formal & Business
0%
Less common in
Academia
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, while the phrase "at play so" aims to connect influencing factors with their consequences, it's not grammatically sound or widely accepted in standard English. Ludwig AI confirms this assessment. It appears infrequently, primarily in News & Media and Science contexts. For clearer and more effective communication, it's best to use established alternatives such as "at work, therefore" or "in effect, consequently". Using these alternatives ensures both grammatical correctness and a professional tone. Consider rewording the sentence for clarity and impact.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
forces at work, consequently
Replaces "at play" with "at work" to denote influence and "so" with "consequently" to show result.
influences apparent, therefore
Replaces "at play" with "apparent" to emphasize visibility of influence and "so" with "therefore" to indicate conclusion.
factors in effect, thus
Replaces "at play" with "in effect" and "so" with "thus" to denote consequence.
conditions present, thus
Rephrases to indicate existing conditions and their logical consequence.
factors contributing, as a result
Focuses on the contributory nature of the factors and the resulting outcome.
elements influencing, therefore
Substitutes "at play" with "influencing" and "so" with "therefore" to signify causation.
elements exerting influence, consequently
Highlights the influence exerted by elements and the subsequent outcome.
issues involved, hence
Substitutes "at play" with "involved" and "so" with "hence" to suggest an outcome.
dynamics unfolding, accordingly
Suggests a process of unfolding dynamics and the appropriate response or result.
circumstances in action, accordingly
Replaces the entire phrase with a more formal alternative indicating active conditions and resulting action.
FAQs
What does "at play" mean in a sentence?
The phrase "at play" generally means in effect or in operation. It indicates that certain factors or forces are active and influencing a situation. For example, "There are many factors "at play" in this decision."
Is "at play so" grammatically correct?
According to Ludwig AI, the phrase "at play so" is not standard or commonly used in written English. It's recommended to use alternatives for clarity.
What can I say instead of "at play so"?
How can I improve the sentence structure when using "at play"?
Ensure a comma separates "at play" from the conjunction, such as "Factors are "at play, so"..." or rephrase to use a stronger conjunction like "therefore" or "consequently" after stating the factors "at play".
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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
87%
Authority and reliability
2.8/5
Expert rating
Real-world application tested