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. 2020 Dec 8;7:430. doi: 10.1038/s41597-020-00768-9

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© The Author(s) 2020

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/.

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Fig. 4 — Workflow associated with extreme property value verification and (if necessary) correction. Step 1: Box plots were generated for properties of interest (e.g. alloy hardness) and the source of any extreme values were investigated. Step 2: In this case, the inaccuracy was units-related; the value was recorded as in units of GPa, however the database expected units of HV. Step 3: The value with correct units was updated in place of the originally recorded value. Original source reproduced with data from Jumaev et al.²⁶.