Shock Linwood ran for 129 yards with a touchdown and Glasco Martin scored twice en route to 63 rushing yards as Baylor (4-0, 1-0 Big 12) amassed 476 yards on the ground, including eight touchdowns.
Bryce Petty went 17-of-25 for 347 passing yards, two TDs and an interception for the Bears.
Antwan Goodley led the Bears' receivers with 170 yards and a touchdown on seven catches.
Clint Trickett managed to connect on just 9-of-28 passes for 161 yards, one touchdown and an interception for WVU (3-3, 1-2).
Paul Millard relieved and went 8-of-13 passing for 115 yards and two scores the rest of the way for the Mountaineers.
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