pbio.3001470.s001.docx (18.28 kB)
Document embeddings derived from bioRxiv reveal fields and subfields.
journal contribution
posted on 2022-02-01, 18:21 authored by David N. Nicholson, Vincent Rubinetti, Dongbo Hu, Marvin Thielk, Lawrence E. Hunter, Casey S. Greene(DOCX)
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web application (<trained word2vec modelsupporting information sectionsexamining linguistic shiftslanguage contained withindifferent scientific approachesundergone peer reviewpublications ppreprints allow researcherspeer review changesdiv >< previewed article pairspublished biomedical textpreprints within biorxivbiorxiv preprint repositoryexamine factors associatedpositioned withintext comparisonscientific communityreviewed publicationarticle metadataversions postedtime elapsedsearch /prevalent featurespreprint wouldmissing elementmedrxiv preprintlinguistically similarlargely focusedgiven preprintfirst preprintfindings availableexcellent opportunitydiscussed onlinechanged appearalso usedallows usersadditional files
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