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Internal helper that builds a single named numeric vector of quality scores indexed by contract type, derived from Kaplan-Meier median survival durations. Consumed by career_profile() and by compute_temporal_employment_indicators() to guarantee one source of truth for contract quality. Fixed weights are explicitly forbidden by project policy (CLAUDE.md CRITICAL CORRECTION).