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. 2018 Sep 25;5:180188. doi: 10.1038/sdata.2018.188

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Copyright © 2018, The Author(s)

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files made available in this article.

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The system consists essentially of three major steps: (i) collecting the profiles of social scientists and cross-verifying with five other sources, (ii) entering the verified data into the SSHPA database and getting checked by the automated quality assurance, after data are in the system, the quality control auto-checkers would screen the database again for consistency and accuracy, and (iii) authenticating and authorizing (through three levels of admins, supervisors, collectors) the final science profiles in the SSHPA database.