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With regard to the manifold origins of data an uncertainty concept considering validity of data sources is applied.
Meanwhile, data provenance — the process of tracing and recording true identities and the origins of data and its movement between databases — could unearth the true identities of Russian perpetrators and other malefactors, or at least identify unknown provenance, adding much-needed transparency in cyberspace.
A proxy can also be used to mask different origins of data and thus circumvent the SOP [ 49].
In addition, data are presented through a user-friendly web interface that allows rapid searches to be performed and the origins of data to be easily viewed.
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We also scrutinized the methods section of all the original articles to ascertain the origin of data with special emphasis on whether the research was carried out in RoW countries.
The table also indicates the origin of data used.
In over 50% of the figure parts, the authors deemed the data unreliable due to uncertainty regarding the origin of data or the manner in which the data were processed.
For example, making it possible not to use any prior knowledge of the origin of data in 'subjective' populations makes it a good tool for comparing genetic population structures to what the authors call subjectively defined populations.
For each sampling point is also given the value output of the merging process with the difference between the SH degree 100 expansions subtracted, the index corresponding to the type (or origin) of data entering the compilation and the values of the SH degree 100 expansion of both the merged grid and the GRIMM_L120 anomaly data.
Data provenance aims at documenting origin of data, but also annotation steps or task workflow (see http://www.w3.org/TR/prov-overview/ //www.w3.org/TR/prov-overview/
For one, results reflect the origin of data in clinical practice – hardly ideal from a research perspective.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com