thanks peter. that makes sense.

does this mean that the outputs are distances to the hypersphere or
are they confidences?

is there any issue with using the non-parameterised sigmoid function
convert this confidence data to 1 (0,1] range? or is it best to just
work with the raw values themselves?

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