Repin populace-us candidate to the final release (5da5a95)#26
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Race-fixed artifact (no raw enum shadowing; verified through policyengine.py's canonical ensure_datasets + Simulation.ensure path), stage implementations canonical in populace.build.us.sources. Score at matched 41,314: train 0.176 vs 1.089, holdout 0.037 vs 0.317, full 0.213 vs 1.406. Regenerated + validated locally (exit 0).
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Repins the candidate to
populace-us-2024-5da5a95-20260611— the race-fixed artifact verified through policyengine.py's canonicalensure_datasets+Simulation.ensure()path. Regenerated and validated with this repo's tooling (exit 0). Final score at matched 41,314 households: train 0.176 vs 1.089, holdout 0.037 vs 0.317, full 0.213 vs 1.406.🤖 Generated with Claude Code