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 # Diversity Statement and Code Notebook
 
-[![DOI](https://zenodo.org/badge/232916183.svg)](https://zenodo.org/badge/latestdoi/232916183)
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7375227.svg)](https://doi.org/10.5281/zenodo.7375227)
 
 Motivated from work by: