I think you probably want an EE, but my simplistic understanding:
If you have multiple power supplies on a common rail, there will be on supply which is the 'weakest' and one which is the 'strongest' - ie one which is putting out the least power and one the most. You would have this condition even if the power supplies are same manufacturer, same model, same output, etc - and things would get even worse if you had different make/model/output supplies. As the load on the common rail fluctuates, the weak supply may have a tendency to 'absorb' or sink some of the power from the strong supply. This is even worse if one supply happens to be turned on before the other. So there is some risk in burning up the power supply. Plus, when that happens - depending on how it burns up, there may be a risk of releasing the magic smoke from down stream components...hubs, controllers, a string of nodes, etc.
Diodes on the output would prevent this reverse current 'sinking' - but add another level of components and complexity - and another mode of failure.