1% ============================================================================2% UQO Working Paper 42 — JOURNAL-LENGTH VERSION (Agent H)3% Preamble copied from ../manuscript/main.tex (same packages and macros).4% Every number in sections/*.tex carries a LaTeX comment naming its source5% file under ../analysis/, ../docs/ or ../protocol/.6% ============================================================================7\documentclass[12pt,letterpaper]{article}89% --- Encoding & Language ---10\usepackage[utf8]{inputenc}11\usepackage[T1]{fontenc}12\DeclareUnicodeCharacter{2212}{--}13\DeclareUnicodeCharacter{2192}{$\rightarrow$}14\DeclareUnicodeCharacter{2265}{$\geq$}15\DeclareUnicodeCharacter{2264}{$\leq$}16\DeclareUnicodeCharacter{00D7}{$\times$}17\DeclareUnicodeCharacter{2026}{\ldots}18\DeclareUnicodeCharacter{2248}{$\approx$}19\DeclareUnicodeCharacter{03B2}{$\beta$}20\DeclareUnicodeCharacter{03C4}{$\tau$}21\DeclareUnicodeCharacter{0394}{$\Delta$}22\DeclareUnicodeCharacter{03B1}{$\alpha$}23\DeclareUnicodeCharacter{03C1}{$\rho$}24\DeclareUnicodeCharacter{03C3}{$\sigma$}25\DeclareUnicodeCharacter{0398}{$\Theta$}26\DeclareUnicodeCharacter{2208}{$\in$}27\DeclareUnicodeCharacter{2227}{$\wedge$}28\DeclareUnicodeCharacter{00B2}{$^2$}29\DeclareUnicodeCharacter{2713}{yes}30\DeclareUnicodeCharacter{2714}{yes}31\DeclareUnicodeCharacter{2011}{-}3233\usepackage[english]{babel}3435% --- Page Layout ---36\usepackage[37 letterpaper,38 top=1in,39 bottom=1in,40 left=1in,41 right=1in42]{geometry}4344% --- Typography ---45\usepackage{mathptmx} % Times-like font (text + math)46\usepackage{microtype} % Improved typographic refinements47\usepackage{setspace}48\onehalfspacing % 1.5 line spacing4950% --- Math ---51\usepackage{amsmath,amssymb,amsthm}5253% --- Tables ---54\usepackage{booktabs}55\usepackage{tabularx}56\usepackage{multirow}57\usepackage{threeparttable}58\usepackage{siunitx}59\sisetup{60 input-symbols = {()},61 table-format = -1.3,62 parse-numbers = false63}6465% --- Figures ---66\usepackage{graphicx}67\usepackage{subcaption}68\usepackage{algorithm}69\usepackage{algpseudocode}70\usepackage{longtable}71\usepackage{array}72\usepackage{adjustbox}73\usepackage{fvextra}74\usepackage{float}7576% --- Colors & Links ---77\usepackage[dvipsnames]{xcolor}78\usepackage[79 colorlinks = true,80 linkcolor = NavyBlue,81 citecolor = NavyBlue,82 urlcolor = NavyBlue,83 breaklinks = true84]{hyperref}8586% --- Bibliography ---87\usepackage[authoryear,round,semicolon]{natbib}88\bibliographystyle{aer}8990% --- Captions ---91\usepackage[92 font = small,93 labelfont = bf,94 labelsep = period,95 justification = justified,96 singlelinecheck = false97]{caption}9899% --- Headers & Footers ---100\usepackage{fancyhdr}101\pagestyle{fancy}102\fancyhf{}103\renewcommand{\headrulewidth}{0pt}104\fancyfoot[C]{\thepage}105106% --- Section Formatting ---107\usepackage{titlesec}108\titleformat{\section}{\large\bfseries}{\thesection.}{0.5em}{}109\titleformat{\subsection}{\normalsize\bfseries}{\thesubsection.}{0.5em}{}110\titleformat{\subsubsection}{\normalsize\itshape}{\thesubsubsection.}{0.5em}{}111112% --- Appendix Support ---113\usepackage[toc,page]{appendix}114115% --- Misc ---116\setlength{\emergencystretch}{1.5em}117\usepackage{enumitem}118\setlist{nosep,leftmargin=*}119120% --- Theorem environments (as in the monograph's Section 3) ---121\newtheorem{proposition}{Proposition}122\theoremstyle{definition}123\newtheorem{definition}{Definition}124\newtheorem{assumption}{Assumption}125126% ============================================================================127% METADATA — journal version of WP42128% ============================================================================129\newcommand{\WPnumber}{42}130\newcommand{\WPtitle}{The Autonomous White-Collar Worker: A Randomised Tool-Access Experiment on Claude Code Across Ten Occupations}131\newcommand{\WPsubtitle}{Journal version of UQO Working Paper No.~42}132\newcommand{\WPauthor}{Simon-Pierre Boucher}133\newcommand{\WPaffiliation}{Département des sciences administratives, Université du Québec en Outaouais}134\newcommand{\WPemail}{simon-pierre.boucher@uqo.ca}135\newcommand{\WPaddress}{283, boulevard Alexandre-Taché, Gatineau (Québec) J8X 3X7, Canada}136\newcommand{\WPdate}{November 2026}137\newcommand{\WPversion}{1.0}138\newcommand{\WPabstract}{\input{sections/abstract}}139\newcommand{\WPkeywords}{autonomous agents; computer-use agents; Claude Code; task-based automation; labor economics; experimental economics; benchmarks; reliability; cost-effectiveness}140\newcommand{\WPjel}{C93; J24; O33; L86; M15; C88}141\graphicspath{{../analysis/figures/out/}{../manuscript/figures/}}142143\begin{document}144\input{sections/titlepage}145\input{sections/introduction}146\input{sections/framework}147\input{sections/benchmark}148\input{sections/design}149\input{sections/results}150\input{sections/discussion}151\input{sections/conclusion}152\input{sections/appendix_pointer}153\clearpage154\bibliography{../literature/references}155\end{document}156