As companies try to measure the carbon footprints of their products to assign them a sustainability rating, one truth is emerging: A precise measurement is impossible. Tesco has begun labeling its private-label milk and faced the difficulty of accounting for the carbon footprint of a cow's milk versus the impact of, say, its beef.

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