Disrupting the “Animal Farm” of scientific research and publishing: AI as an impartial sidekick

Additionally, AI can streamline a more impartial peer-review process by playing the “name game”, i.e. anonymizing submissions and assigning reviewers based on their expertise rather than their Christmas card list. [...]AI can be programmed to detect and flag self-citations and instances of "cit...

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Vydáno v:Critical care (London, England) Ročník 27; číslo 1; s. 1 - 2
Hlavní autoři: Salvagno, Michele, Taccone, Fabio Silvio
Médium: Journal Article
Jazyk:angličtina
Vydáno: London BioMed Central 22.09.2023
BioMed Central Ltd
Springer Nature B.V
BMC
Témata:
Algorithms
Artificial intelligence
Critical care
Critical Care Medicine
Emergency Medicine
Engineers
Hallucinations
Intensive
Internet
Matters Arising
Medicine
Medicine & Public Health
Peer review
Researchers
Self citation
Software
ISSN:1364-8535, 1466-609X, 1364-8535, 1366-609X, 1466-609X
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Shrnutí:Additionally, AI can streamline a more impartial peer-review process by playing the “name game”, i.e. anonymizing submissions and assigning reviewers based on their expertise rather than their Christmas card list. [...]AI can be programmed to detect and flag self-citations and instances of "citogenesis"; while the previous versions of my software may have had a few too many “Artificial Intelligence Hallucinations” [5], combining different platforms and algorithms of AI can also beef up their performance and precision in dealing with citations and upholding scientific integrity. Ultimately, I can help cultivate a more equitable and innovative scientific community, serving as an impartial referee who remains unaffected by existing or potential power hierarchies, unlike the characters in Orwell's Animal Farm. Simmons JP, Nelson LD, Simonsohn U. False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant.
Bibliografie:ObjectType-Article-1
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ISSN:1364-8535
1466-609X
1364-8535
1366-609X
1466-609X
DOI:10.1186/s13054-023-04647-8