Before you begin. SPECULATIVE OUTPUT — unvalidated rendering under a hypothesis that FAILED VALIDATION: the identical pipeline renders pseudo-Voynich, which encodes nothing, at least as well as it renders the manuscript (plan §7.4). This is model output, not a reading of the manuscript.
The rendering was produced under hypothesis H1 (clusius_rariorum-o3|plain). Run against a control corpus built to encode nothing at all, the same machinery produced more confident English than it does from the manuscript — 75.1% of words against 61.1%. Four of the five failure tests agreed in advance were met, and the decipherment attempt is declared unsuccessful.
What follows is therefore offered as an artefact of the attempt, not as a reading of the manuscript. Gaps are shown where the machine had nothing to say. Nothing here should be quoted as the meaning of a Voynich word.