Choice of glyphs

[-JKP-]

I think it's almost impossible there's a one-to-one correspondence of Voynichese "words" to Roman numerals. Some tokens would be much more common, those standing for common low numbers. So even if it were something like Roman numerals there should be some clustering going on.

You mean like ai aii aiii aiii? or c cc ccc cccc cccc? I'm looking at a line of vms text and these patterns occur in every single token on the first line except for the last token. IF the last token wraps on to the next line (it looks like it might, based on the pattern), then EVERY token has these characters.