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The phrase "a large scale argument" is correct and usable in written English.
It can be used when discussing a debate or reasoning that involves significant breadth or impact, often in academic or analytical contexts.
Example: "The researchers presented a large scale argument regarding the effects of climate change on global ecosystems."
Alternatives: "a broad argument" or "a comprehensive argument".
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The American left has a lot more ground to cover before it gets to the point where infrastructure projects like high-speed rail are a top priority.The United States is still embroiled in a large-scale argument over size and scope of the state that is far fiercer than in the rest of the first world.
The argument for a large scale trial is strong because of the increasing numbers of people with depression, the relative lack of non-medication options for GPs in the UK to help such patients, and the growing evidence that (individual) CBT is effective to treat as well as reduce relapses among such patients.
"If you want to make an argument that government can work on a large scale and accomplish remarkable tasks, this is it," says Mr. Jahr (who, full disclosure, was my boss when I was a tenant organizer decades ago).
In this case, the argument actually has some usefulness in cautioning us against adopting protectionism on a large scale as a way out of our current economic troubles.
One argument is that access to credit gives the farmer the economic power to cultivate on a large scale and sell at market centres.
This is a logical argument based on the fact that multiple revisions to a data collection instrument are expected in a large scale research study, especially when multiple sites are involved.
He does this on a large scale.
That's a large scale indeed.
For altruism arguments (insofar as they work at all) work better for those things which are already freely donated on a large scale, than for those things which are hardly freely donated at all.
This is gentrification on a large scale".
Ours is a large scale installation".
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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