Many academics bemoan the often thankless task of peer-reviewing other scholars鈥 research manuscripts before they are published in journals.
So what if peer review became an automated process completed by software? It might be a step too far for some, but a new report argues that it is one of the areas that the research community should be thinking about.
Writing in聽,聽Chadwick DeVoss, founder and president of StatReviewer, an automated platform that offers journals and authors support with statistics, says that technology could聽enhance and speed up peer review.
He says that some聽early artificial intelligence technologies are already being used to address certain issues in academic publishing: for example,聽identifying new potential peer reviewers from web sources; detecting plagiarism; and flagging up occasions when data have been made up, when researchers have used the wrong statistical tests, and when they have failed to report key information.
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Automation could help peer review in other areas, too. Systems to verify an author鈥檚 identity, to predict a paper鈥檚 impact factor and to suggest keywords are also being developed.
鈥淚n the not-too-distant future, these budding technologies will blossom into extremely powerful tools that will make many of the things that we struggle with today seem trivial,鈥 writes Mr DeVoss in the report,聽published by BioMed Central and Digital Science.
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But he stresses that fully automating the publishing processes, including the decision on whether to publish a certain manuscript, 鈥渋s where a slippery slope gets extra slippery鈥.
Currently journal editors and peer reviewers give the research community an idea of what is important and help to 鈥渄istil signal from noise鈥.
鈥淚f we dehumanise that process, we need to be wary about what values we allow artificial intelligence to impart,鈥 he says. 鈥淰igilance will be necessary.鈥
On the other hand, he points out, automation could shrink to milliseconds the time from submission to publication of a manuscript and therefore expedite scientific communication. It could also get rid of human biases, he adds.
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鈥淚n the end, if science marches towards a more 鈥榦pen鈥 paradigm, the ethics of full automation become less tricky because the publishing process no longer determines scientific importance,鈥 Mr DeVoss concludes.
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