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Tyler Duffey and newcomer Derek Law combined to face 11 batters and give up five earned runs in the seventh inning while the Twins' hitters stranded 16 runners on base in the game.
"I just can't accept failure," said former first-round draft pick Trevor Larnach.
The outfielder will start in left field and bat fifth after being called up from Triple-A on Friday in the wake of Byron Buxton's injury.
Matt Shoemaker pitched five scoreless innings and the offense added insurance runs late.
Twins center fielder Byron Buxton suffered a sprained hip running out a ground ball Thursday.
The former Oregon State standout gets callup after Byron Buxton's injury.
The Twins offense went quiet into the damp night after failing to deliver in a bases-loaded, nobody out situation in the fourth inning against Texas.
Alex Kirilloff, who was on a seven-game hitting streak where he hit four homers and drove in 11 runs, has a sprained right wrist.
Brandon Waddell gave up six runs and five hits in two appearances against Texas while retiring only three batters.
Starter J.A. Happ said he talked with Taylor Rogers about his failed save after the Twins turned a 3-1 lead in the ninth into a 6-3 loss in 10 innings.