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The progress of modern science owes much to the formulation of precise mathematical models of simple natural events. A flood of coronavirus research swept websites and journals this year. It changed how and what scientists study, a Nature analysis shows.

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New kind of science torrent

Опубликовано в Pzla kontakt torrent | Октябрь 2, 2012

new kind of science torrent

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Want more? Estimates differ depending on search terms, database coverage and definitions of a scientific article. At first, COVID papers and preprints focused on the spread of disease, the outcomes for people hospitalized, and diagnostics and testing, according to an analysis of the topics of PubMed-indexed articles by Primer , a company in San Francisco, California, that develops artificial-intelligence AI technologies.

Source: J. Inglis, medRxiv. MedRxiv COVID preprints appeared in peer-reviewed journals after a median review time of 72 days, twice as fast as preprints from the server on other topics, says Inglis. He gives credit to journal editors and publishers for pushing their peer-review systems to work faster, and scientists for agreeing to review many more papers than usual.

He adds that pandemic-related preprints published in the first quarter of appeared in journals more rapidly than those published later, which might be evidence of strain in the system. And as the virus moved to ravage Italy, the number of papers from scientists there swelled.

And the most-cited preprint 5 — a 16 March report from pandemic modellers at Imperial College London that estimated how lockdown and other distancing measures could avert millions of deaths — had a significant effect on UK policy and made worldwide headlines. That preprint is also the article that attracted the most buzz on social media, according to Altmetric, a London-based firm that monitors metrics other than citations.

The pandemic publishing frenzy had winners and losers. This is probably because women shouldered the burden of childcare and home-schooling during lockdowns, says Flaminio Squazzoni, a social scientist at the University of Milan, Italy, who co-authored the preprint analysis. The same effect was not seen in peer review, where men and women received and accepted invitations to evaluate papers at around the same rate. This is distorting the rewards of science.

There were also research-publishing scandals. Given the volume of coronavirus research, that proportion is about the same as for research in general. Typically, it takes three years for editors to retract a paper, but during the pandemic it has taken just months — in part because these papers are facing so much scrutiny.

Clarification 17 December : This story now notes that preprints were posted on multiple sites, so estimates may represent slight overcounts. Squazzoni, F. Aviv-Reuven, S. X, Fry, C. Huang, C. Lancet , — PubMed Article Google Scholar. Ferguson, N. Vincent, M. Virology J. Article Google Scholar. Andersen, K. Nature Med. Download references. Article 17 JUN

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Software Images icon An illustration of two photographs. Images Donate icon An illustration of a heart shape Donate Ellipses icon An illustration of text ellipses. A new kind of science Item Preview. EMBED for wordpress. Want more? Advanced embedding details, examples, and help! Includes index The foundations for a new kind of science -- The crucial experiment -- The world of simple programs -- Systems based on numbers -- Two dimensions and beyond -- Starting from randomness -- Mechanisms in programs and nature -- Implications for everyday systems -- Fundamental physics -- Processes of perception and analysis -- The notion of computation -- The principle of computational equivalence This work presents a series of dramatic discoveries never before made public.

Starting from a collection of simple computer experimentsillustrated in the book by striking computer graphicsWolfram shows how their unexpected results force a whole new way of looking at the operation of our universe. Wolfram uses his approach to tackle a remarkable array of fundamental problems in science: from the origin of the Second Law of thermodynamics, to the development of complexity in biology, the computational limitations of mathematics, the possibility of a truly fundamental theory of physics, and the interplay between free will and determinism Includes bibliographical references p.

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