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Understanding Pitching Ratings
Understanding Pitching Ratings


Personality classes : OOTP

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  • Summary of article content: Articles about Personality classes : OOTP Personality es ; CAPTAIN. Leadership > 150. Loyalty > 100. Work Ethic > 120 ; FAN FAVORITE. Loyalty > 101. Work Ethic > 150. Greed < 99. ...
  • Most searched keywords: Whether you are looking for Personality classes : OOTP Personality es ; CAPTAIN. Leadership > 150. Loyalty > 100. Work Ethic > 120 ; FAN FAVORITE. Loyalty > 101. Work Ethic > 150. Greed < 99. When you go into the editor, you can see the personality of your players. Obviously a player listed as cancer is bad but what other ones should be …
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Personality classes : OOTP
Personality classes : OOTP

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Personality classes : OOTP

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  • Summary of article content: Articles about Personality classes : OOTP Hey guys, I’m new to playing OOTP and I have a question regarding the personality ratings, specifically greed. …
  • Most searched keywords: Whether you are looking for Personality classes : OOTP Hey guys, I’m new to playing OOTP and I have a question regarding the personality ratings, specifically greed. When you go into the editor, you can see the personality of your players. Obviously a player listed as cancer is bad but what other ones should be …
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Personality classes : OOTP
Personality classes : OOTP

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Sucuri WebSite Firewall – Access Denied

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  • Summary of article content: Articles about Sucuri WebSite Firewall – Access Denied The racism of OOTP’s personality traits may have been driven by … “Questionable” aggression ratings fell on nonwhite players twice as … …
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Sucuri WebSite Firewall - Access Denied
Sucuri WebSite Firewall – Access Denied

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The 10 Most Important Things for OOTP Players to Know – r/OOTP

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  • Summary of article content: Articles about The 10 Most Important Things for OOTP Players to Know – r/OOTP Don’t carry a bad personality unless they’re a really good talent. Never go into “win now” mode. … Do NOT judge players by their overall ratings. …
  • Most searched keywords: Whether you are looking for The 10 Most Important Things for OOTP Players to Know – r/OOTP Don’t carry a bad personality unless they’re a really good talent. Never go into “win now” mode. … Do NOT judge players by their overall ratings. View on Libreddit, an alternative private front-end to Reddit.
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The 10 Most Important Things for OOTP Players to Know - r/OOTP
The 10 Most Important Things for OOTP Players to Know – r/OOTP

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OOTP Season Sim Game 64: Jays beat Rangers – Bluebird Banter

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  • Summary of article content: Articles about OOTP Season Sim Game 64: Jays beat Rangers – Bluebird Banter I had noticed this over the years, but I pretty much ignore personality ratings. If you look at the thread, players listed as black or Hispanic … …
  • Most searched keywords: Whether you are looking for OOTP Season Sim Game 64: Jays beat Rangers – Bluebird Banter I had noticed this over the years, but I pretty much ignore personality ratings. If you look at the thread, players listed as black or Hispanic … There was a sim world trade:

    Corey Dickerson was traded from the Marlins to the Angels with minor leaguers Jaime Barria (RHP), Gleyvin Pineda (2B) and Cristopher Molina (RHP) in return.
    And in…

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OOTP Season Sim Game 64: Jays beat Rangers  - Bluebird Banter
OOTP Season Sim Game 64: Jays beat Rangers – Bluebird Banter

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412 Error

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  • Summary of article content: Articles about 412 Error OOTP Settings. OOTP veterans have a pathological need to know this stuff. If you’re not all that familiar with OOTP … Player Personality Ratings: Enabled …
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OOTP Tips and Suggestions – Premier Baseball Association

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  • Summary of article content: Articles about OOTP Tips and Suggestions – Premier Baseball Association … look for players that clearly have a bad personality type, and release them. … OOTP gives us Range Factor, Zone Rating and Defensive Efficiency (which … …
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OOTP Tips and Suggestions – Premier Baseball Association
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Moonshot: Baseball Ought to Confront Its Own Racism – Baseball Prospectus

Image credit: Winslow Townson-USA TODAY Sports

Current events are overshadowing baseball again: first the coronavirus and more recently the protests over police brutality. At the center of those protests is the systemic racial bias in the criminal justice system, allowing officers to use force against nonwhite citizens with impunity. Baseball has its own ugly legacy of racism which the league often seeks to deflect by reminding us of Jackie Robinson. But integration didn’t forever end bias in the sport. Racism continues to permeate the game, and the more we ignore it, the more it festers.

For some, it’s uncomfortable to even begin a conversation about this topic. Most fans go to baseball as an escape from the harsh truths of the real world, but unfortunately baseball’s problems can’t go ignored. Black players face backlash in clubhouses and on the field from racist opponents. Racist mascots and fan traditions persist in the league, much to the embarrassment of the league. The analytics revolution offered another excuse for not hiring Black coaches and front office staff.

Even in the supposedly-colorblind statistical analysis side of baseball, racism is apparent. It’s present in how often umpires call strikes for and against pitchers of certain races. It’s present in how announcers describe players. And it’s present when umpires decide to eject players and for what cause.

For the most part, these effects are small. The additional probability of a strike being called against a Black player is in the single digits. Ejections are rare, so there’s a limit to how much bias there can impact players. It’s tempting to call these differences rounding errors and move on. But unfortunately, ignoring the effect of racism allows it to perpetuate itself.

Take the video game Out Of The Park Baseball. It’s one of the best baseball simulation engines out there and a joy to play as well. I’ve loved playing past editions of the game and even used it for research in articles. Sadly, it doesn’t take much looking to see how racism has infiltrated even its electronic confines. A mini-study by Twitter user Jacob M. Mack showed that the personality traits assigned to players of different races were highly disparate. White players were much more likely to have the “Captain” personality trait, while Black and Latino players were more likely to be “Selfish” and “Unmotivated.” Leaving aside the highly relevant fact that we know very little about what players are actually like behind closed doors, these patterns are reprehensibly racist.

It doesn’t take a genius to see what’s going on here. Speaking charitably, OOTP’s designers and roster creators may not have assigned these traits with racist intent. Perhaps they were simply encoding popular conceptions of these players into their game, reproducing a bias that already existed among announcers or reporters rather than creating a new one from scratch. The racism of OOTP’s personality traits may have been driven by laziness rather than malice.

But that’s not an excuse. To truly reckon with racism in the game, it’s necessary to be proactive and to confront it where it appears. The bias may not have come from OOTP, but it came from somewhere and they decided to uncritically transmit it on. Ignoring that original bias allowed it to reproduce itself in a new form. OOTP has stated that they’re “confident the personality distribution can be explained by random variance, due to extremely small sample size,” but that no matter the cause, the result was unacceptable. They have since worked to adjust the distribution in a more even manner and that update will arrive in the next patch.

Without aggressively confronting racism, it has the tendency to multiply. Consider OOTP: gamers who enjoy it may learn to value Black and Latino players slightly less because of the biased personality traits. Without even knowing they are doing so, they may become subtly inured to looking down on Latino players of equivalent skill, due only to invented personality deficiencies. The human brain has a tendency to subconsciously generalize: if it sees that Black players are bad in one context, it may assume they are bad elsewhere.

Unfortunately, racism flourishes within the confines of baseball’s front offices as well. A study I did with Ben Lindbergh last year on tens of thousands of scouting reports from the Cincinnati Reds around the turn of the millennia showed how evaluators described white and Black players in subtly (and sometimes obviously) different fashions.

The above wordcloud shows some of the most notable differences by race, derived from the written freeform comments offered by scouts. (It’s necessary to cut the endings off words to do this analysis, so “bodies” becomes “bodi”, which is why some odd non-English-seeming verbiage is in there.) They were quick to use words like “good,” “strong,” and “large” on white players, while dropping less flattering phrases on non-white prospects (“weak”, “skinny”, “crude”). Scouts were also more likely to assign a host of negative adjectives to nonwhite players’ less quantifiable skills, factors like approaches, aggression and mechanics that don’t fit on the 20-80 scale. “Questionable” aggression ratings fell on nonwhite players twice as often as on whites, for example.

(As a side note, the negative sentiments expressed against nonwhite prospects were wholly unpredictive of a player’s subsequent success in the league. In fact, in re-analyzing the data I found that Black prospects were systematically underrated relative to their white peers, at the rate of ~1 WAR per player. There’s a significant opportunity for a less racist front office to exploit a more racist one by trading for their undervalued and underappreciated nonwhite stars. Anti-racism can be a potent market inefficiency.)

Racism within front offices is more dangerous than ugly words in a video game. It could, and surely has, impacted the trajectories of players’ careers, screening out deserving Black players from getting the chances they deserved. For the players who ran the racist gauntlet, it may have changed their view of the game or their talents for the worse. Struggling against evaluators who systematically underrate you because of earrings or hairstyles would take a toll on a person.

My point is not to shame the Reds scouts who wrote these reports. It’s to acknowledge that race—and biased judgments based on it—pervade baseball. Racism shapes talent evaluation and clubhouse chemistry and player development and on-field action and umpire decisions and front office hiring. Even if the effects are subtle or small for a given play, they are enormous when aggregated over the hundreds of players and millions of pitches that constitute a full season.

Ignoring racism or hiding behind the colossal shadow of Jackie Robinson doesn’t make these biases disappear. Instead, ignorance allows them to flourish and multiply. Baseball’s stakeholders, all of them, including analysts and writers like myself and fans and front office personnel, ought to confront and describe racism wherever it is, dragging bad behavior into the light. As ugly and uncomfortable as that process may be, it’s the only ethical way to move forward. It’s the only way to start to clean racism out of the game.

UPDATE: This article was updated to include OOTP’s response to the issue regarding personality trait distribution.

OOTP Season Sim Game 64: Jays beat Rangers

There was a sim world trade:

Corey Dickerson was traded from the Marlins to the Angels with minor leaguers Jaime Barria (RHP), Gleyvin Pineda (2B) and Cristopher Molina (RHP) in return.

And in the Jays world, after this game, Jordan Romano was sent to Buffalo and Brian Moran was called up to Toronto. They have been switching spots often.

And, I got an email pointing me to this thread on Twitter which points out a troubling problem with the ‘personality’ ratings in OOTP. I had noticed this over the years, but I pretty much ignore personality ratings. If you look at the thread, players listed as black or Hispanic more often have negative personality traits, compared to white players. Black or Hispanic players are far more often listed as ‘selfish’ or ‘lazy’ (Edwin Encarnacion is listed that way in the game, which makes me sad), while white players are more likely to be listed as leaders.

OOTP has addressed the issue, but they should have been more careful to make sure this sort of thing didn’t come up.

I will note that David Price is listed as “selfish” and his greed level is “high” while his leadership level is “low” which is as far from the way I see him as possible. I’m thinking Dennis Eckersley must have rated him.

This stuff isn’t new. I say if I had a dime for every time I was told that Jose Bautista wasn’t a leader and was selfish I would have made a lot more money for cheese doodles and SB wouldn’t have to send me them. A few years ago someone put up a fanpost saying we had ‘too many Dominicans’ on the Jays, the suggestion betting that your couldn’t win with that many Dominicans. My first thought was that my dad figured out how to post on the site, but it wasn’t him (joke, it is just a joke).

There has always subtle racism and sometimes not so subtle racism when judging players. I’m sure I’ve had my moments too. I think we all try to evolve and improve.

Anyway, I’m sure OOTP will fix this issue.

Rangers 6 Blue Jays 11

This was one of those games where both starting pitchers came out early.

Corey Kluber, who had been the Rangers best starter (he had a 3.49 ERA coming into the game), went 1.2 innings, allowing 8 hits, 7 earned, 1 walk, 1 strikeout. He let the game with a 4.19 ERA.

It was almost enough to make Tanner Roark’s day look good: 1.2 innings, 3 hits, 5 earned, 4 walks and 2 strikeouts.

The good part is that we got 7.1 innings of 1-run ball out of out bullpen while the Rangers allowed 4 runs in their 6.1 innings.

Our pen:

Wilmer Font : 1.2, 2 innings, 1 walk with 5 strikeouts. This season he has 58 strikeouts in 35.2 innings. He got the win.

: 1.2, 2 innings, 1 walk with 5 strikeouts. This season he has 58 strikeouts in 35.2 innings. He got the win. Jordan Romano: 1.1 innings, 2 hits, 2 k.

Eduardo Jimenez : 2.2 innings, 1 hit (a solo homer), 1 earned, 2 k.

: 2.2 innings, 1 hit (a solo homer), 1 earned, 2 k. Dany Jimenez : 1.2, 1 hit, 3 k.

On offense, we scored all our 11 runs before the end of the fourth inning:

3 in the first: Cavan Biggio doubled, Lourdes Gurriel singled and Bo Bichette walked to load the bases. Derek Fisher singled home Biggio. Travis Shaw singled home Gurriel and Bichette.

doubled, singled and walked to load the bases. singled home Biggio. Travis Shaw singled home Gurriel and Bichette. 4 in the second: Reese McGuire led off with a single. An out later Gurriel homered. With 2 out Bichette doubled, Fisher doubled and Randal Grichuk doubled.

led off with a single. An out later Gurriel homered. With 2 out Bichette doubled, doubled and doubled. 4 in the fourth: Vladimir Guerrero Jr. started us off with a home run. Bo singled. Grichuck walked. Teoscar Hernandez homered.

We had 12 hits. 2 each from Gurriel, Bichette and Fisher. The rest of the batting order all had 1 hit. Vlad, Lourdes and Teoscar each homered.

Let’s give JoDs to Fisher, Shaw and Gurriel. Oh and Font too.

The Jays win in front of 41335 paying sim customers.

Hyun-jin Ryu (4-2, 3.06 in 11 starts) is marked to start tomorrow’s game. He’s got a minor injury but should be able to pitch through it. Rangers are starting Lance Lynn (4-6, 4.96 in 13 starts).

OOTP Settings

OOTP Settings

OOTP veterans have a pathological need to know this stuff. If you’re not all that familiar with OOTP and the following sounds like gibberish, you’re in a good place. It is gibberish. SCOUTING SETTINGS

Disabled

PLAYER RATING SCALES

Player Actual Ratings Scale: 1 to 20

Player Potential Ratings Scale: 1 to 20

Other Player Ratings Scale: 1 to 20

Overall Rating: Stars

Potential Rating: Stars

Show Ratings > Max: No, cut off

Show Potential < Actual: No, adjust COACHING STAFF SETTINGS Disabled PLAYER INJURY, FATIGUE & SUSPENSIONS Injury Frequency: Low Delayed Injury Diagnosis: Never Suspension Frequency: Normal PLAYER PERSONALITY SETTINGS Player Personality Ratings: Enabled Player Morale System: Enabled PLAYER DEVELOPMENT SETTINGS Batter Aging Speed: .875 Batter Dev. Speed: 1.000 Pitcher Aging Speed: .875 Pitcher Dev. Speed: 1.000 Talent Change Randomness: 25 LEAGUE RULES Designated Hitter: You must be joking ROSTER RULES Active Roster Size: 25 Players Reserve Roster Size: 15 Players Expanded Roster Size: 40 Players Roster Expansion Date: September 1 Disabled List Length: 15 Days TRADING RULES Trading Deadline Date: July 31 Trades with other Major Leagues: Enabled 10/5 Rule: Disabled in PCL, Enabled in MLB TRADING AI SETTINGS Trading Difficulty: Hard Trading Preference: Neutral AMATEUR DRAFT Disabled (We're using a draft system of my own design, outside of OOTP) FINANCIAL & FREE AGENCY SETTINGS Disabled PLAYOFF SETTINGS Top two finishers, best of seven (the playoff format will change periodically; ultimately some form of three-league championship series will be adopted)

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