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MLB Umpires Missed 34,294 Ball-Strike Calls in 2018. Bring on Robo-umps?, Bostonia
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An Exploration of MLB Umpires' Strike Zones
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The Pursuit of the Elusive Umpire Perfect Game - The Ringer
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Best hitting prospects 2023
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IHSAA baseball: Umpire shortage is cancelling games
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OC] Home Plate Umpire Accuracy by Age
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OC] Home Plate Umpire Accuracy by Age
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Robot umpire: Baseball edges closer to implementing automatic strike zone in major leagues
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The Average Umpire Is Almost 50. The Best Ones Might Be in Their 30s. - WSJ
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Hoornstra: Baseball's best and worst umpires, by the numbers – Daily News
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Robo umps will help bring baseball into the 21st century — in more ways than one - The Washington Post
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Observations of Umpires at Work – Society for American Baseball Research