Declarations

and materials. This is a theoretical work. No empirical dataset is used. The formulas, finite table specification, matching witnesses, proofs, and reversible resource accounting are included here.

scope. Cheung references are identified by manuscript name, version where supplied, and relevant local labels or sections. They are not represented as peer-reviewed journal articles. References to the external catalogue are documentary only.

. No successful pdfLaTeX execution, proof-assistant verification, executed numerical diagnostic, independent source comparison, independent referee review, or journal acceptance is asserted. The source is designed as a single-file pdfLaTeX document; a local two-pass build and independent mathematical review remain necessary.