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That's my understanding as well.
My other thought, as a fellow economist, is that the engineering professor might be thinking about total cost rather than marginal cost.
My understanding is that nuclear is incredibly efficient in terms of marginal cost of energy, but the fixed cost of building a nuclear reactor is quite high.