%% Vol I, Chapter 5 — Experimental Results
%% SOURCE: papers/James_Steady-State_Convergence_Adaptive_Runtime.pdf (SSRN, published)
%%         docs/working/archive/legacy/phase-1/Reference/physics_experiment/ (raw data)
%%         docs/working/papers/FORMAL_CLAIM_TABLE.md
%%         docs/working/papers/NEGATIVE_RESULTS.md
%%         docs/working/papers/SENSITIVITY_ANALYSIS.md
%%         docs/working/experiments/02-experiments/physics-optimization/execution-guide.md

\chapter{Experimental Results}
\label{vol1:chap:results}

%% TODO(bob): this chapter is the narrative companion to the published SSRN
%% paper (cite james:2025:ssrn). Do NOT duplicate the paper verbatim; instead
%% provide context, reproducibility guidance, and formally structured claims.

\section{Experimental Design}
\label{vol1:sec:results:design}

%% SOURCE: docs/working/experiments/02-experiments/physics-optimization/execution-guide.md
%% TODO(bob): describe the 2^7 factorial DoE design (90-run subset), the
%% workload-shape taxonomy (arithmetic-heavy, control-heavy, mixed), and
%% the triple-blind validation protocol.

\section{Primary Result: Steady-State Convergence}
\label{vol1:sec:results:primary}

%% SOURCE: james:2025:ssrn
%% TODO(bob): state the main result in one sentence. Then cite the paper.
%% Key figure: 0\% algorithmic variance (CV) across 90 independent runs.

\section{Claim Table}
\label{vol1:sec:results:claims}

%% SOURCE: docs/working/papers/FORMAL_CLAIM_TABLE.md
%% TODO(bob): promote the claim-evidence-reproducibility table here as a
%% formal LaTeX longtable or a series of claim-numbered paragraphs.
%% Each claim must carry its evidence source and a reproducibility verdict.

\section{Negative Results and Limitations}
\label{vol1:sec:results:negative}

%% SOURCE: docs/working/papers/NEGATIVE_RESULTS.md
%% TODO(bob): promote the honest failure-mode catalog from NEGATIVE_RESULTS.md.
%% This section is essential for peer-review defensibility.

\section{Sensitivity Analysis}
\label{vol1:sec:results:sensitivity}

%% SOURCE: docs/working/papers/SENSITIVITY_ANALYSIS.md
%% TODO(bob): describe the parameter-sweep design for testing robustness of
%% the 0\% CV claim against perturbations in tuning knobs.

\section{Reproducing the Results}
\label{vol1:sec:results:reproduce}

%% SOURCE: docs/working/papers/REPRODUCIBILITY.md
%%         docs/working/experiments/02-experiments/physics-optimization/reproduce.md
%% TODO(bob): one-command reproduction recipe with exact expected output.
%% Cross-reference Appendix A (build instructions).