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With 51 seconds left in his only game as Western Kentucky's coach, Lance Guidry had nothing to lose — and neither did his players.

So the Hilltoppers went for it on fourth down instead of trying a tying field goal, and although the move backfired, there was little regret afterward.

"That was all the players. We were going to kick the field goal, but they told me that they were here to win the game," Guidry said. "I asked everyone and they wanted to go for it so we took the chance."

On fourth-and-2 from the 19-yard line, Kawaun Jakes threw incomplete, giving Central Michigan a 24-21 win over Western Kentucky on Wednesday night in the Little Caesars Pizza Bowl.

Ryan Radcliff had thrown an 11-yard touchdown pass to Cody Wilson with 5:11 remaining to give the Chippewas the lead.

Guidry, coaching the Hilltoppers on an interim basis with Bobby Petrino set to take over, went for the victory at the end, and Central Michigan coach Dan Enos could respect that.

"I don't know what I would have done," Enos said. "But I will never second guess a coach for trying to win."

Western Kentucky (7-6) fell just short in its first bowl since joining college football's top tier in 2009.

Radcliff went 19 of 29 for 253 yards and three touchdowns, but Central Michigan (7-6) needed to rally late.

Down 21-17, Zurlon Tipton appeared to have put the Chippewas ahead in the fourth quarter, but his fourth-down run was ruled short of the goal line after a review.

Central Michigan forced the Hilltoppers to punt from their own end zone, and Avery Cunningham blocked it. Although the ball bounced around for a bit, the Chippewas finally secured it and took over with great field position inside the 30.

Radcliff found Wilson in the back left corner of the end zone for a 24-21 lead.

Western Kentucky's final drive ended when Jakes' pass intended for Jack Doyle fell incomplete.

Petrino, the Hilltoppers' coach-in-waiting, was expected to be at Ford Field watching his new team, but a snowstorm forced him to scrap those plans. Western Kentucky started aggressively.

Down 7-0, the Hilltoppers ran a flea-flicker on their first play from scrimmage, with Antonio Andrews running to his right, then tossing the ball back to Jakes, who found Rico Brown for a 70-yard gain.

Two plays later, Jakes scored on a 6-yard run to tie it.

Central Michigan answered with a 73-yard drive that ended with Andrew Flory's 29-yard touchdown reception, his second of the quarter.

The offenses settled down a bit for the rest of the quarter. Both teams were backed up by a pair of terrific punts. Hendrix Brakefield's 74-yarder pinned Central Michigan at its own 5, but Richie Hogan flipped the field position with a punt that sailed past Andrews and bounced back to the Western Kentucky 12. The 82-yard effort was returned only 4 yards.

David Harman's 50-yard field goal put the Chippewas up 17-7, but Jakes threw a 6-yard touchdown pass to Doyle, with the tight end making a one-handed catch to pull Western Kentucky within three.

The TD pass was the 51st for Jakes, breaking a tie with Justin Haddix atop the school's career list.

Harman had a field goal blocked later in the half, and although the Chippewas were in range for another attempt in the final minute, Radcliff was sacked and fumbled. He was able to recover, but the last few seconds of the half ticked off.

Western Kentucky took a 21-17 lead in the third on a 1-yard scoring run by Kadeem Jones, which capped an 80-yard drive that used 9:23.

Andrews rushed for 119 yards, but he fell short of the 274 all-purpose yards he needed to break the single-season record of 3,250 set by Oklahoma State's Barry Sanders in 1988. Andrews, a junior, had 184 all-purpose yards to finish the season at 3,161.

"I fell short this year, but I'll be going for that record again next year," he said.

Central Michigan took a 7-0 lead on a 69-yard touchdown pass from Radcliff to Flory. Western Kentucky safety Jonathan Dowling whiffed on a tackle near midfield, and Flory was gone.

Dowling had a chance to make up for that mistake early in the third quarter, but with his team down 17-14, he dropped an interception near midfield that he could have easily returned for a touchdown.