We agree this is a major flaw and we thank the reviewer for pointing out projection bias. We now include this in the limitations in the discussion.
That is, no information is available in the present manuscript about alternative cluster solutions from the analysis, for example, the extent to which BIC and the silhouette coefficient differed for other solutions and so forth.