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FMCSA safety (25%): weighted percentile across vehicle maintenance, unsafe driving, hours-of-service, driver fitness, and controlled substances. Benefits (25%): hiring-type-aware. Operational (20%): driver-application responsiveness, modulated by fleet scale. 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