1.5 Reasoning Order

Human FBM uses a fixed reasoning order to avoid single-output reverse inference.

Ordered reasoning keeps structural judgment reproducible and auditable.

First evaluate exogenous carbohydrate input, then insulin occupancy.

Then evaluate whether fatty-acid direct energy can become dominant.

Then verify total energy and lean-mass stability before interpreting outputs.

Earlier nodes constrain later interpretation range; early-node errors amplify downstream misreadings.

Starting from short-term weight or subjective feeling as first node distorts structural conclusions.

A fixed order improves consistency across pages and case reviews.

The same framework can be reused over time for longitudinal interpretation.

Single observed events cannot directly confirm model validity.

Energy sufficiency and lean-mass nodes cannot be skipped in structural inference.