\begin{table}[htbp]\centering
\def\sym#1{\ifmmode^{#1}\else\(^{#1}\)\fi}
\caption{Panel A. Father's wealth on each outcome, pooled (unweighted)}
\begin{tabular}{l*{8}{c}}
\toprule
                    &\multicolumn{1}{c}{(1)}&\multicolumn{1}{c}{(2)}&\multicolumn{1}{c}{(3)}&\multicolumn{1}{c}{(4)}&\multicolumn{1}{c}{(5)}&\multicolumn{1}{c}{(6)}&\multicolumn{1}{c}{(7)}&\multicolumn{1}{c}{(8)}\\
                    &\multicolumn{1}{c}{LLM rul dir}&\multicolumn{1}{c}{LLM rul bin}&\multicolumn{1}{c}{LLM rea dir}&\multicolumn{1}{c}{LLM rea bin}&\multicolumn{1}{c}{D2V sent}&\multicolumn{1}{c}{D2V simi}&\multicolumn{1}{c}{y\\_lose (orig)}&\multicolumn{1}{c}{y\\_lose (Alt)}\\
                    &        b/se&        b/se&        b/se&        b/se&        b/se&        b/se&        b/se&        b/se\\
\midrule
Father's wealth (0-1 percentile rank)&     -0.0006&     -0.0030&      0.0081&      0.0052&      0.0009&      0.0000&      0.0165&      0.0204\\
                    &    (0.0166)&    (0.0085)&    (0.0101)&    (0.0064)&    (0.0036)&    (0.0004)&    (0.0109)&    (0.0120)\\
republican          &      0.0126&      0.0076&      0.0273&      0.0123&     -0.0035&     -0.0001&      0.0032&      0.0028\\
                    &    (0.0097)&    (0.0047)&    (0.0059)&    (0.0034)&    (0.0022)&    (0.0003)&    (0.0047)&    (0.0054)\\
female              &      0.0148&      0.0133&     -0.0134&      0.0024&      0.0031&      0.0003&      0.0171&      0.0173\\
                    &    (0.0417)&    (0.0216)&    (0.0223)&    (0.0114)&    (0.0083)&    (0.0006)&    (0.0127)&    (0.0147)\\
BirthYear           &      0.0007&      0.0002&      0.0008&      0.0002&      0.0003&     -0.0000&     -0.0001&     -0.0004\\
                    &    (0.0005)&    (0.0002)&    (0.0004)&    (0.0002)&    (0.0001)&    (0.0000)&    (0.0003)&    (0.0003)\\
\midrule
Observations        &      115605&      115605&      115605&      115605&      115604&      115604&       23128&       23128\\
R-squared           &       0.026&       0.025&       0.028&       0.022&       0.172&       0.023&       0.127&       0.107\\
Judges (clusters)   &        1207&        1207&        1207&        1207&        1207&        1207&         807&         807\\
\bottomrule
\multicolumn{9}{l}{\footnotesize Controls: republican, female, BirthYear. FE: circuit x year. SE clustered by judge. Cols 1-6 use the LLM analytic sample (115K author-level rows, business-relevant cases); cols 7-8 use the Labor/EPA analytic sample (23K panel-vote rows). Col 8 applies the alternate coding: toggles y\_lose where govt is petitioner and disposition is Affirmed (1,099 votes).}\\
\end{tabular}
\end{table}
