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Codify] MLB umpires missed over 21,000 balls & strikes calls during the 2023 regular season. It was their best season ever. : r/baseball
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Female Minor League Umpire Jen Pawol Looks Headed for MLB - InsideHook
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Marlborough's Jim Reynolds calls it a career after 24 years as an MLB umpire - The Boston Globe
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MiLB, Umpires Reach Five-Year Contract — College Baseball, MLB Draft, Prospects - Baseball America
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Major League Baseball Partnership
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Robo-umpiring has arrived in the minor leagues. Here's how it's been working. - The Boston Globe
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Cardinals' Alec Burleson laments eighth-inning at-bat altered by umpire's calls
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Robot umpires could be coming to Major League Baseball in 2024 - The Verge
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Report: Major League Baseball Will Test Robot Umpires in Triple-A - Sports Illustrated Inside The Phillies
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Umpire hospitalized after being hit in head by throw at Yankees-Guardians MLB game
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What is a strike in baseball? Robots, rule book and umpires view it differently
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Play Ball! UConn Magazine
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Syracuse Mets, all AAA baseball teams to use robot umpires in 2023 (report)