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- Skip already-completed model-day pairs in create_job() - Return warnings for skipped simulations - Raise error if all simulations are already completed - Update create_job() return type from str to Dict[str, Any] - Update all callers to handle new dict return type - Add comprehensive test coverage for duplicate detection - Log warnings when simulations are skipped