Throwaway probe (like probe_mfv_think_budget): reuses the current _rollout core but
gathers foundation-WORD first tokens + word-keyed schema + no rev-reversal -- the
pre-e4e0f4d readout that produced the 82.6% validation number. Canonical evaluate()
stays digit-only. Confirms whether the showcase model matches the validation table
under the table's own method.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
