This collection of data files is being shared with you through
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the entire directory tree with wget, try:
$ wget --mirror --no-parent --no-host --cut-dirs=1 'https://3996cdadd6946ea4d2685f2a71949d6e-107.collections.ac2it.arvadosapi.com/_/'