Sakshi, who trailed 0-1 after the first period, made a comeback in the initial minutes of the second period to go 2-1 up at the Carioca Arena.
She, however, failed to maintain the lead as the Russian overpowered her with some incredible moves to take an unassailable 9-2 lead in the dying minutes.
Sakshi is still in contention for bronze via Repechage if Valeria makes it to the final.
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