Frozen result
surplus_134
1.6912889114919258
surplus_180
3.979503321157472
T_kg_yr
3.836229108166553
What was computed
surplus_134=1.6912889114919258; surplus_180=3.979503321157472; T_kg_yr=3.836229108166553
Reproduce this
# Reproduce BR-OUT-1 against the frozen record pip install kronos-toolkit # github.com/KronosFE/kronos-toolkit python -c "from kronos_toolkit.verify import run_regression; run_regression()" # BR-OUT-1 is anchored in the 2026-08-27 freeze spine (verdict: reproduced).