Effectively Wild Episode 1760: Choose Your Own NLCS Adventure

EWFI

Meg Rowley is joined by guest co-host Mike Petriello of MLB.com. They discuss Mike’s role in the booth as a part of ESPN’s Statcast broadcasts, how what is affectionately referred to as the Nerdcast got started, how Mike prepares for games, how he balances being analytics-heavy while still appealing to a broad audience, how the Nerdcast has evolved along with Statcast, what makes for a fun booth, how he works with Jason Benetti and Eduardo Perez, and what might come next for the Nerdcast as more traditional broadcasts become more statistically savvy. Then they briefly contemplate the role of the manager in light of the news of Mike Shildt’s firing in St. Louis before turning their attention (31:19) to the Dodgers’ decision to start Corey Knebel as an opener for Game 5 of the NLDS, how the Giants might counter, what they like about Logan Webb, and what each of these teams needs to do to advance to the NLCS. Read the rest of this entry »


The Dodgers Try an Opening Gambit

Tonight, there’s only one game in town, as the Giants face the Dodgers in a winner-take-all, NLDS Game 5 slugfest in San Francisco. It’s been billed as a matchup between two borderline Cy Young candidates: Logan Webb, who humbled the Los Angeles lineup in the first game of the series, and Julio Urías, who started Game 2 for the Dodgers after a superlative 2021 season. Only, nope:

This isn’t going to be a lengthy discussion of whether openers make sense. Teams clearly like the tactic as a way to fill innings, but almost never in front of a pitcher as good as Urías. I’m interested in what the Giants will do to counter it, and how that counter will determine Urías’s matchups.

When he took the mound last Saturday, the Giants set up like so:

Giants Batting Order, Game 2
Order Player Position Bats
1 Darin Ruf LF R
2 Kris Bryant CF R
3 Austin Slater RF R
4 Buster Posey C R
5 Wilmer Flores 1B R
6 Brandon Crawford SS L
7 Evan Longoria 3B R
8 Donovan Solano 2B R

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Managerial Report Cards: American League Division Series

This postseason, I’m trying out a new feature: managerial report cards. After each postseason round, I’ll look at the losing managers and assess their performance when it comes to in-game management. Pinch hit for your MVP candidate with a pitcher? Not that it would ever happen, but you’d get an F for that. Bring in your best pitcher in a big spot, only to have him give up a three-run homer? That’s still an A, results notwithstanding.

These grades don’t cover everything that a manager does. Deploying your best players in the biggest spots and hiding their weaknesses where possible is a big part of a manager’s role, but it’s definitely not the only part. As an example, Kevin Cash and the entire Rays staff deserve a permanent A for their work in getting their pitchers and hitters ready for flexible roles all season long. Likewise, Dave Roberts and the Dodgers coaching staff benched a former MVP and seem to have kept the clubhouse roughly in order, always a tough task. None of that will be reflected in these rankings, but it’s absolutely important managerial work — it’s simply work I don’t have much insight into.

Kevin Cash, Tampa Bay Rays

Lineups/Pinch Hitting: C
Cash mostly used his lineups creatively, matching his players’ strengths with the opposing pitcher’s. The Red Sox went heavily to lefties in this series — Eduardo Rodriguez started two games and Chris Sale one. That meant a heaping helping of Jordan Luplow, Manuel Margot, and Yandy Díaz, three players on the team for their ability to hit left-handed pitching. When Nathan Eovaldi started Game 3, all three of those hitters were out of the lineup, replaced by Austin Meadows, Ji-Man Choi, and Joey Wendle. Read the rest of this entry »


Dillon Tate Talks Fastballs

Dillon Tate’s fastballs were primarily sinkers this season. Per Statcast, the 27-year-old Baltimore Orioles reliever threw 615 of them in total, versus just 16 four-seamers. Delivered with a one-seam grip at an average velocity of 95.5 mph, and with a spin rate that ranked in the third percentile, the offering has evolved into Tate’s signature pitch. Buoyed by its increased effectiveness, the right-hander appeared in a career-high 62 games, logging a 4.39 ERA and an almost-identical 4.40 FIP.

Tate discussed the evolution of his fastball(s) when the Orioles played at Fenway Park in mid-September.

———

Dillon Tate: “I’d always thrown a four-seam, but the evolution of my fastball changed throughout the years. When I was in high school, I would grip a standard four-seam, like so. But the way I was grabbing it… when you grab it with the horseshoe facing in — it’s making a “C” — and you throw it, the Magnus effect takes over; it will start to bring the ball down, and more so in to a right-handed hitter. When you flip it over — make it a backwards “C” — it fights gravity a little bit more, so will stay truer. I learned that in 2017 from one of my rehab coaches with the Yankees, Greg Pavlick.

Dillon Tate’s four-seam grip.

“So, I’d been grabbing it [with the horseshoe facing in], and then with the Yankees switched over. I had a little bit of success, but then towards the middle-end of 2018, my fastball was getting hit pretty hard. That’s when I started switching over to a sinker, to a one-seam fastball. On a traditional two-seam fastball, a lot of guys will split the seams. I found comfort in going across the seam, and throwing my fastball with [the pointer finger] on one seam. I started to see my groundball rate go up. It’s turned out to be pretty good movement profile-wise — it dances more than my four-seam fastball did — so it’s been a better option for me. Read the rest of this entry »


Postseason Preview: Red Sox and Astros Tangle With Ghosts in the ALCS

Of all the major sports, I would argue that none rely on their history and its place in the cultural milieu more than baseball. Every big moment in baseball seems to be steeped in comparable historical feats accomplished by some of the game’s most famous protagonists, from Ruth to Mantle to Maddux. In one sense, that’s a positive; even if there are more strikeouts and home runs than there were 100 years ago, someone from 1921 could arrive by time machine and still follow what is fundamentally a very similar game. But on the flip side, someone like Mike Trout can’t simply be recognized as being the first Mike Trout but as the next version of Mays or Mantle or Speaker. We joke about broadcasters waxing nostalgic about the aura and mystique of the New York Yankees, but a player on the Yankees can’t help but be endlessly compared to the heroes of yore, and mortals are usually found wanting in those comparisons.

Every team in the playoffs has something to prove, but Boston Red Sox and Houston Astros would both like to be victors who write the history books.

The Red Sox spent most of the 20th century as the Goofus to New York’s Gallant. The Yankees were expected to win World Series after World Series while the less-fortunate son was the habitual loser, constantly pulling defeat from the jaws of victory because of a curse caused by a team owner who wanted to produce a play, My Lady Friends in 1919. But the 2000s have swung things the Sox way, with Boston not just breaking its long championship-less streak but winning four championship trophies this century, the most in baseball. Yet to a large extent, the Yankees still retain the position of the big dog. It even felt a bit like that at the trade deadline, when the Yankees got the headlines for acquiring Joey Gallo and Anthony Rizzo while Kyle Schwarber was seen as a Boston consolation prize. But Schwarber played better than either Gallo or Rizzo, and unlike them is still playing in 2021. Read the rest of this entry »


Job Posting: Kansas City Royals Senior Researcher, Baseball Research & Development

Position: Senior Researcher, Baseball Research & Development

Job Summary:
The Kansas City Royals Baseball Club is seeking a highly motivated and creative Senior Researcher to develop models and methodologies for use in decision-making by members of baseball operations. The ideal applicant will possess knowledge of data-driven techniques for use in leveraging baseball data to provide a competitive edge and innovative solutions to the Kansas City Royals.

Reports to the Assistant General Manager, Research and Development

Accountabilities:

  • Leverage statistical learning techniques to improve player evaluation and forecasting
  • Develop novel research ideas and work with other members of baseball operations to cultivate curiosity regarding baseball data
  • Implement project management best practices and mentor other analysts throughout the research and modeling phases of projects
  • Evaluate existing infrastructure for continual improvements and codebase maintenance
  • Communicate R&D products to non-technical stakeholders and utilize their feedback to improve and iterate on tools

Qualifications:
Required

  • Graduate degree or two years’ work experience in statistics, computer science, machine learning, mathematics or a related field
  • Ability to work evening, weekend, and holiday hours during the baseball season is a must
  • Excellent interpersonal/communication skills and ability to interact and work with staff at all levels
  • Ability to recognize and maintain confidentiality of work materials and issues as appropriate
  • Knowledge and understanding of baseball and/or baseball data
  • Proficiency with some of the following tools and/or software:
    • Python, R, or similar
    • SQL

Preferred

  • Comfort with machine learning frameworks such as Tensorflow or PyTorch
  • Experience modeling and visualizing large sets of time series data
  • Knowledge of Bayesian frameworks such as Stan or Tensorflow Probability
  • Proficiency in Django, HTML, JavaScript, CSS and other web development frameworks

To Apply:
To apply, please use this link.

The content in this posting was created and provided solely by the Kansas City Royals.


Job Posting: Sports Info Solutions Baseball Research Analyst

Position: Baseball Research Analyst

Position Overview:
Sports Info Solutions (SIS) is looking for candidates to fill a full-time position in their R&D Department. The Baseball Research Analyst will work remotely and contribute as a member of their R&D team, supporting various research initiatives.

Responsibilities:

  • Perform modeling and research using SIS’s internal baseball database as well as other notable data sets (Statcast, etc).
  • Write articles and research pieces to be featured in SIS Research and Analysis, The Bill James Handbook, and Stat of the Week, among other sports outlets.
  • Design and develop dashboards and various analytical tools to directly support front office and field personnel.
  • Prepare cutting-edge research for presentation in a professional setting, including sales presentations and conferences.
  • Collaborate with colleagues to help illuminate the value of SIS’s analytical products to prospective clients.
  • Other duties as assigned

Read the rest of this entry »


Effectively Wild Episode 1759: In Hindsight, This Was Inevitable

EWFI

Meg Rowley and guest co-host Bradford William Davis of Insider discuss his new job as an investigative features writer and what the shift from being a daily columnist has meant for how he engages with players, sources, and baseball, and the stories he’s able to tell. Then they turn their attention to the playoffs and discuss the White Sox/Astros series, how Chicago faltered and Houston triumphed, the Astros embracing their heel turn, how players and fans view guys like Carlos Correa and Alex Bregman, why Meg underestimated Boston, how the Astros and Red Sox match up, Christian Yelich, the Brewers’ rotation, the Braves’ fun lineup and bad ballpark traditions, who they expect to emerge out of tomorrow night’s NLDS Game 5 between the Dodgers and Giants, and which teams they think will square off in the World Series. Read the rest of this entry »


No Stranger to October Heroics, Kiké Hernández is Now Central to the Red Sox

Joc Pederson isn’t the only ex-Dodger thriving in October (excuse me, Joctober). Kiké Hernández is going to have to find a catchy nickname for the month as well (Kiktober? ‘Riqtober? I’m still workshopping that one), as he keeps adding to his considerable portfolio of postseason heroics after turning in the best season of his career with the Red Sox.

On Monday night, Hernández hit the walk-off sacrifice fly that sent the 92-win Red Sox past the 100-win Rays in the Division Series. Earlier in the series, he had a 5-for-6 performance with three doubles, a game-tying homer, and three RBI in Boston’s 14–6 comeback victory in Game 2, followed by a 3-for-6 performance with a solo homer and a game-tying RBI single in Game 3. Within those two games, he set a Division Series record with hits in seven straight at-bats (not plate appearances), one short of a postseason record shared by Reggie Jackson (1977–78 Yankees), Billy Hatcher (1990 Reds), and Miguel Cairo (2001–02 Cardinals).

Hernández also went 1-for-3 with a run scored and a walk in the Wild Card Game against the Yankees, highlighted by an assist on the pivotal play where Aaron Judge was thrown out at the plate. It all makes for quite a highlight reel.

Hernández is no stranger to the postseason, having made annual trips from 2015 to ’20 with the Dodgers. His list of greatest hits starts with his three-homer, seven-RBI performance against the Cubs at Wrigley Field in Game 5 of the 2017 NLCS, which did nothing less than help the Dodgers clinch their first pennant in 29 years; he added a game-tying RBI single off Ken Giles in the 10th inning of Game 2 of that year’s World Series against the Astros, though Los Angeles lost that contest. He also contributed a two-run, pinch-hit double in Game 3 of the 2019 Division Series against the Nationals and a pair of game-tying solo homers in last year’s NLCS against the Braves, one against Max Fried in Game 1 (the Dodgers’ only run) and the other in Game 7, followed an inning later by Cody Bellinger’s decisive solo shot.

Read the rest of this entry »


Dodgers Pester Giants Relentlessly, Force a Decisive Game 5

One of Dodgers’ biggest moves in last night’s must-win Game 4 came long before the players took the field, when Dave Roberts announced that he would start Walker Buehler on short rest rather than turn to Tony Gonsolin. It was a gamble necessitated by losing an extremely tight Game 3 to fall behind 2-1 in the best-of-five NLDS. Gabe Kapler, for his part, opted to stick to the script of starting Anthony DeSclafani, leaving Game 1 hero Logan Webb waiting in the wings for a potential Game 5. Let’s examine how those decisions played out.

The Early Innings

From the jump, Buehler proved he was up to the task in his first career start on short rest, not looking anything like a diminished version of himself. His velocity was up a full tick, and he worked quickly while hitting his spots.

DeSclafani, on the other hand, was unable to hold serve. His slider-heavy evening (50% usage on the night after 36% during the season) had the Dodgers sitting on the pitch. Their aggressive approach paid off; they swung at four of the first five sliders they saw, which led to three line drives and a quick 1-0 lead. The damage was limited to just the one run, as DeSclafani moved off his slider to strike out Justin Turner and end the inning. Read the rest of this entry »