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FARMS, WILLIAM

I Β· president

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FEC candidate id
P40015398
Internal id
ce54de85-b4ac-4da9-8726-81f1b370ea55
Status
challenger

Elections

Committees

No committees on file.

Election prediction

Cycle 2026 Β· model baseline-v1 Β· base rate 15.1%

P(win) = 15.1%

FeatureΞ” P(win)
Base rate (historical)15.1%

Baseline model (incumbency Γ— party Γ— office). Calibration: backtest Brier score is the reference, see npm run db:ingest -- --source=predict-backtest-election. Future model versions must beat baseline Brier on the same held-out cohort or they don't ship.

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