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Reproducibility is the hallmark of reliable science.
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But decisions must be based on reliable science.
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All five of the underlying sets of credibility criteria also agree that reliable science involves the PI, by written agreement with the funding source, having the right to publish the study results without prior sponsor approval.
After 2 weeks of critical experiments being abandoned, time series suffering gaps, research grants not being funded, and overall loss in the credibility of the U.S. government as a reliable science partner, a temporary budget deal was struck in the form of a continuing resolution that reopened government, but only until January 15 of 2014.
Americans would start to wonder whether polling is a reliable science or whether you can trust the government's count of the vote.
"This is largely going to come down to a battle of scientific experts," Mr. Hoose said, asking the jury not to convict "unless the science is sound, reliable science".
Clearly, meeting GLP standards is not a guarantee of reliable or valid science.
Unfortunately, although GLP creates the semblance of reliable and valid science, it actually offers no such guarantee.
An absence of reliable proof is unacceptable to either science or philosophy; therefore, the only reasonable tack would be to find an answer that avoids the either-or of "mind first" and "matter first".
Actually, the main function of Big Science is to generate massive amounts of reliable and easily accessible data.
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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