From a utilitarian standpoint, Bob carrying Alice would on lead to an average of 0.31 * 2 = 0.62 survivors, while going alone would yield 0.31 + 0.09 = 0.4. Therefore, Bob should take Alice with him, because that leads to more people saved on average.
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