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Analysis Robot umpires would make baseball worse : r/baseball
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Why Did the Umpire Quit Little League? Nasty Parents - WSJ
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The Utterly Jaw-Dropping Awesomeness of Last Night's Umpiring - The Good Phight
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How MLB umpire grades really work, and what it means for the future of balls and strikes - ESPN
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How well do umpires call balls and strikes? - Beyond the Box Score
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Ball? Strike? It Depends: Is the Pitcher an All-Star? - The New York Times
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Hoornstra: Baseball's best and worst umpires, by the numbers – Daily News
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MLB umpire Rob Drake apologizes for tweet: Never intended to diminish threat of violence from guns
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We May Never Find Out How Good Umpires Can Be
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MLB umpires becoming harder to ignore, defend
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Baseball Umpires Aren't Perfect, OK? : 13.7: Cosmos And Culture : NPR