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{\section*{The Package: \textit{pyhanami}}}

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\noindent An open-source Python package for evaluating the \textbf{scientific skill} and \textbf{replicability} of Earth System Models (ESMs)
through visualization tools, objective scalar-based metrics, and statistical testing.