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Must-Click Link: Inside the Astros front office

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The other day we teased the cover from this week’s Sports Illustrated in which the Astros are touted to be the 2017 World Series champs. That was just a grabber, of course. The content behind it is this in-depth story by Ben Reiter about the inner workings of the new Houston Astros.

The big story you know: it was an awful team that had a bare cupboard in the minors when new ownership took over and installed Jeff Luhnow as the GM who, in turn, hired Sig Mejdal as the team’s Director of Decision Sciences. It’s still a pretty bad team at the major league level, but now some top prospects are starting to make an impact and hope seems to be around the corner.

But how are they getting from that terrible A through this currently promising but still unsuccessful B and on, hopefully, to the Championship C? By consuming all of the data they possibly can, be it statistical, scouting and everything in between. Making decisions based on probabilities, subjective judgments, objective judgments and human tendencies alike — filtered through Mejdal’s decision sciences methodology — to come up with all of the answers teams have struggled to reach since the beginning of baseball history:

To that end Mejdal and his analytics team—which has grown to four and occupies an area in the Astros’ offices that they have named the Nerd Cave and decorated with a Photoshopped image of scientists examining Vladimir Guerrero in mid-swing—created an evaluation system that boils down every piece of information the Astros have about prospects and players into a single language. The inputs include not only statistics but also information—much of it collected and evaluated by scouts—about a player’s health and family history, his pitching mechanics or the shape of his swing, his personality. The system then runs regressions against a database that stretches back to at least 1997, when statistics for college players had just begun to be digitized. If scouts perceived past players to possess attributes similar to a current prospect, how did that prospect turn out? If a young pitcher’s trunk rotates a bit earlier than is ideal, how likely were past pitchers with similar motions to get hurt?

The end result is expressed as a numerical projection which roughly translates into how many runs the player can be expected to produce compared with what the team is likely to have to pay him.

The first image I get is the Deep Thought computer from “The Hitchhiker’s Guide to the Galaxy,” tasked with finding the answer to life, the universe and everything. And maybe it is like that in more ways than merely its attempt to take in all possible variables in an effort to get a single answer. Maybe, because baseball is filled with so many uncertainties and unexpected developments, it will yield the right answers but the Astros will find they have been asking the wrong questions. There will always be limits to data, be it numerical or subjectively collected data. There will always be unexpected developments.

Maybe that means the Astros do win the 2017 World Series. Maybe they do it sooner. Maybe they plod along for a decade never quite getting where they’re wanting to go. We can’t know that from where we sit and, if they’re being honest, the Astros brass can’t know that too terribly much more than we do.  But it’s very cool to see the inner workings like this, and it’ll be quite fun to watch it all unfold.

Jon Niese leaves start with knee pain

PHOENIX, AZ - AUGUST 17:  Jonathon Niese #49 of the New York Mets delivers a pitch during the first inning against the Arizona Diamondbacks at Chase Field on August 17, 2016 in Phoenix, Arizona.  (Photo by Jennifer Stewart/Getty Images)
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Mets starter Jon Niese left his start Tuesday night against the Cardinals due to left knee pain.

Niese walked two and gave up an RBI single before leaving with a trainer with one out in the bottom of the first inning. He was eventually charged with three earned runs. Robert Gsellman, just up from Las Vegas, took over, making his major league debut under unexpected circumstances.

Niese, who has not pitched well at all since coming over in a trade with the Pirates, is likely to be placed on the disabled list after the game or before tomorrow’s game.

Mark Trumbo’s home run streak ends

OAKLAND, CA - AUGUST 11:  Mark Trumbo #45 of the Baltimore Orioles hits an RBI single against the Oakland Athletics during the fourth inning at the Oakland Coliseum on August 11, 2016 in Oakland, California. The Baltimore Orioles defeated the Oakland Athletics 9-6. (Photo by Jason O. Watson/Getty Images)
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Mark Trumbo still has many chances to hit a home run tonight — it’s only been an inning or so in the Nats-Orioles game — but his weird home run streak is over.

Coming into tonight’s game, Trumbo’s last seven hits had been homers. The all-time record had been 11, set by Mark McGwire back in 2001. The last time Trumbo got a hit that wasn’t a dong was back on August 11. Later in that game, however, he hit a grand slam. After that he went 6 for his next 34, with all those safeties dingers.

But that’s over now. In the first inning tonight he drove in a run with a two-out single. Then he was thrown out trying to stretch it to two. Good job on the RBIs, Mark. Bad job on the base running. Judgment withheld on the homer streak because, really, that’s just kind of weird and cool.