% Author: Simon-Pierre Boucher — contact@spboucher.ai % \begin{table}[!htbp] \centering \caption{Reference description categories, domains, and expected price effects.} \label{tab:references} \small \begin{adjustbox}{max width=\textwidth} \begin{tabular}{llll} \toprule \textbf{Domain} & \textbf{Category} & \textbf{Dimension} & \textbf{Expected Effect} \\ \midrule \multirow{2}{*}{Quality \& Standing} & Luxury & Premium finishes, prestige materials & Positive \\ & Entry-Level & Affordable, first-time buyer language & Negative \\ \midrule \multirow{2}{*}{Condition} & Renovated & Turnkey, recently updated & Positive \\ & Needs Renovation & Fixer-upper, requires work & Negative \\ \midrule \multirow{4}{*}{Physical Attributes} & Bright \& Spacious & Luminosity, open concept, high ceilings & Positive \\ & Garage \& Parking & Garage, parking facilities & Positive \\ & Finished Basement & Developed lower level & Positive \\ & Pool \& Landscaping & Pool, outdoor amenities & Positive \\ \midrule \multirow{4}{*}{Location \& Setting} & Land \& Nature & Wooded lot, natural setting & Positive \\ & Panoramic View & Water, mountain, city views & Positive \\ & Premium Location & Near amenities, transit, schools & Positive \\ & Quiet \& Peaceful & Rural, secluded, tranquil & Ambiguous \\ & Waterfront & Lake/river access, dock & Positive \\ \midrule \multirow{4}{*}{Style \& Character} & Modern/Contemporary & Clean design, smart home, energy-efficient & Positive \\ & Heritage/Character & Period features, historic charm & Ambiguous \\ & New Construction & Newly built, never occupied & Positive \\ & Energy Efficient & Heat pump, solar, high insulation & Ambiguous \\ & Family-Friendly & Schools, parks, safe neighborhood & Ambiguous \\ \midrule \multirow{2}{*}{Market Signals} & Income/Investment & Rental income, investment potential & Ambiguous \\ & Motivated Seller & Urgency, price reduction, distress & Negative \\ \bottomrule \end{tabular} \end{adjustbox} \end{table}