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. 2024 May 22;13(1):38. doi: 10.1140/epjds/s13688-024-00478-x

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© The Author(s) 2024

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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.

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Overview of the Basel Risk Norms. A. 1004 risks according to the first two principal components of the psychometric ratings. 10 risks sampled from the top 20 riskiest (bold), 10 from the 20 safest (bold), and 10 from the mid-20 rated sources are annotated. B. Psychometric rating variance explained by each principal component. C. Pearson correlation of the first two principal components with each psychometric dimension, colored according to absolute correlations and ordered according to absolute correlation with the risk ratings