In short, the manuscript looks like a genuine text, not like a random bunch of characters pretending to be a text.
<quote>
Key Findings
* Cluster 8 exhibits high frequency, low diversity, and frequent line-starts — likely a function word group
* Cluster 3 has high diversity and flexible positioning — likely a root content class
* Transition matrix shows strong internal structure, far from random
* Cluster usage and POS patterns differ by manuscript section (e.g., Biological vs Botanical)
Hypothesis
The manuscript encodes a structured constructed or mnemonic language using syllabic padding and positional repetition. It exhibits syntax, function/content separation, and section-aware linguistic shifts — even in the absence of direct translation.
</quote>
<quote>
Key Findings
* Cluster 8 exhibits high frequency, low diversity, and frequent line-starts — likely a function word group
* Cluster 3 has high diversity and flexible positioning — likely a root content class
* Transition matrix shows strong internal structure, far from random
* Cluster usage and POS patterns differ by manuscript section (e.g., Biological vs Botanical)
Hypothesis
The manuscript encodes a structured constructed or mnemonic language using syllabic padding and positional repetition. It exhibits syntax, function/content separation, and section-aware linguistic shifts — even in the absence of direct translation.
</quote>