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Front-Office Efficiency (FOE): How much can $1M get you?

The king of efficiency, BenZo the FOE (AP Photo/Mike Carlson)

by Mike Carlson - AP

The king of efficiency, BenZo the FOE (AP Photo/Mike Carlson)

Being a small-market franchise, the Rays need to be especially careful with how they're spending their money.  Simply put, we cannot compete with the Yankees and Red Sox if we attempt to run our team the way they do, a concept our front office knows incredibly well; however, I feel that not all Rays' fans fully appreciate the sacrifices that come with being a small-market team.  While this blog's readership is among the enlightened few, let's take a second to look at many of these principles.  

In order to be a succesful, competitive franchise, small-market teams must be: 

 

  1. Strategic.  Large-market teams can use their money to purchase high-end talent without having to worry about how much payroll space they have.  If small-market teams want to splurge, they need to figure out who's going to be leaving to create the necessary space.
  2. Willing to assume more risk than large-market teams.  Low risk, high reward players command serious bucks, so small-market teams are forced to rely on high risk, medium-to-high reward players.  These are your Carlos Penas and Jason Isringhausens - players that may or may not pan out, but are cheap and worth the gamble.  This also includes doing things like trading veteran players for prospects.  It's an inherently risky thing to do, but one that is necessary to keep payroll low while maximing your talent on the field.
  3. Ahead of the curve.  Find a market inefficiency that allows you to get a valuable player for cheap.  Discovering the value of on-base percentage before anyone else did allowed Bill Beane to keep the Oakland A's competitive from 1999 - 2006.  Well, that's simplifying matters, but you get the gist.
  4. Maximizing their returns.  While large-market teams can afford to pay market value for talent, small-market teams simply can't.  For example, the Rays have currently produced 44.4 WAR of value this season.  If they were to pay market value for that talent (the going rate for one win this past off-season was around $4.6M), their payroll would need to be $204M.  The Rays need to get the most bang out of their buck possible.
I'm sure I'm missing things (feel free to add your own additions in the comments), but I bring this up because I really want to stress bullet point #4: The Principle of Maximizing Returns.  In my eyes, this principle ties all of the other bullet points together.  How do you maximize returns?  By assuming risk, staying ahead of the curve, and being strategic in your planning.  But at the end of the day, all that matters is how much value you're getting out of every dollar you're investing into your team.  In other words, how efficient is your franchise?

Since money and efficiency are key concerns of the Rays' front office, let's evaluate how well our team has done this past year using a metric called Front Office Efficiency (FOE).  It's my own creation (although I'm sure others have done similar things in the past), so feedback and/or suggestions are definitely welcome.

Star-divide

I came up with the idea for FOE the other day when I was pondering about the Rays' front office (FO) and the moves they've made this year.  While we praised the Rays' FO this offseason for signing Pat Burrell and Joe Nelson, in retrospect those moves have turned out less than stellar so far.  Also this off-season, the Edwin Jackson trade was fiercely debated at the time and the Sonny vs. Edwin debate refuses to die to this day.  And with the Scott Kazmir trade most recently completed, I found myself turning a critical eye towards our FO for the first time in a while.  That's not to say that I disagreed with the trade or was unhappy with the return; simply, I wanted to critically evaluate how effective our FO has been during its tenure.  Our FO has been very active again this year, and maybe I was giving them too much credit in the past and not being thorough enough in my analysis.

So here's how FOE works.  The idea behind it is to determine how much value a franchise is getting for every dollar invested in a player, so to calculate this, I took a player's total number of Runs Above Replacement (RAR) and divided by their salary.  I then multiplied that number by $1M, so the final FOE score would equal the number of runs contributed per million dollars spent.  The break-even point is about 2 runs per million, since a win (ten runs) is worth approximately $5 million.  In other words, higher than 2 FOE and a player has been worth more than he's been paid.  To get an idea of the metric, check this out:

The 2009 Rays' roster with FOE values included.

Ben Zobrist is ridiculous, but Longoria, Garza, Upton, and Howell aren't too shabby either.  As you can see, league-minimum salaries are really helpful because even relatively modest performances can get you a high FOE rating.  Remember, FOE isn't about who helps the team the most, but it's about value.

The Rays' roster doesn't say a whole lot that we didn't already know, though.  We already knew that Zobrist and Longoria are incredible values (although I was surprised by Upton's strong showing and Crawford's middle-of-the-pack finish).  It's tough to get a hold of this metric without some broader comparisons, so let's look at how the Rays have done as a whole this year:

 

Positions

Pitchers

Total

RAR

308.8

135.6

444.4

Payroll

$38,346,868

$28,557,100

$63,313,034

FOE

8.05

4.75

7.02


Okay, so we've been more efficient with our position players than pitchers.  Pitchers are much more volatile and less easy to predict than hitters, so that makes sense.  Next, this upcoming chart shows the Rays' FOE over the last 5 seasons.  Remeber, this season is still not finished and RAR is a counting stat, so our FOE is likely to be slightly higher by the end of the season.

Year

RAR (Pos.)

RAR (Pitchers)

RAR (Total)

Payroll

FOE

2009

308.8

135.6

444.4

$63,313,034

7.02

2008

311.4

178.6

490

$43,745,597

11.20

2007

171.9

114.3

286.2

$24,123,500

11.86

2006

119.6

103

222.6

$35,417,967

6.28

2005

204.4

64

268.4

$29,679,067

9.04


Looking at this data, ever since the new ownership took over, our franchise has markedly increased in efficiency.  This is quite awesome.  Not only does it show that our FO knows what it's doing, but it also shows that it's been rather successful in increasing payroll yet still remaining efficient in spending.  This year has been a challenge to them, though, with our pitchers really dragging down the overall efficiency of the team.  Who's to blame?  Our SPs or RPs?

RAR

Payroll

FOE

SP

108.60

$11,336,733

9.58

RP

24.00

$17,220,367

1.39


Gee golly!  Our bullpen is atrocious!  We're spending an inordinate amount of money there, especially considering that one really can't expect to receive much in the way of value from even the best relievers.  Thankfully, we've got Percival, Bradford, and Izzy coming off the books after this year, with potentially Joe Nelson and Brian Shouse as well.  We are stuck with Dan Wheeler and his .66 FOE, though...

So now we've got a good idea of where the Rays stand, but we have no idea how they compare to other teams.  Let's take a look at two teams: the 2009 Yankees and the 2002 Athletics.  I chose the current Yankees because I feel that they're most likely a good example of a team with a low FOE score (really, the Yankees are a good bet to have a low FOE score every year), while I chose the 2002 Athletics because that was one of the pinacle "Moneyball" years for Billy Beane.  His Athletics went 103-59 (Pythagorean W-L: 96-66) and had a payroll around $40M.  This team would be a good example of what peak FOE scores look like.

Yankees

Positions

Pitchers

Total

RAR

315.9

161.9

477.8

Payroll

$137,194,100

$65,217,589

$202,411,689

FOE

2.30

2.48

2.36


Oakland - 2002

Total

RAR

486

Payroll

$40,004,167

FOE

12.15


When you look at the Rays in the context of these two clubs, you begin to realize how incredible our FO has been these last few years.  Like you'd expect, the Yankees are just barely above the 2 FOE mark, meaning they're paying just about market rate for all their talent.  And Oakland, on the other hand, had an incredible 12 FOE and received huge amounts of surplus value from their players.  The Rays' FO, though, has come very close to matching Oakland's FOE score twice (11.20 and 11.86), which strikes me as very impressive.

Looking at this year again, I'm only mildly bothered by the decrease in our efficiency.  In part, this can be explained by our FO needing to invest in key players in order to keep them around.  We've had to pour significant money into players like Carlos Pena (3.5 FOE) and Carl Crawford (5.82 FOE), and deals are normally back-laden.  As you become competitive, more investment is needed to maintain that level of competitiveness, although this comes at the cost of some efficiency; however, I do think that our FO can improve upon the amount of money they have sunk into our bullpen.  Our FO appears to have a propensity to offer relievers decently large contracts (see: Wheeler, Percy), only to then regret it a year down the road.  

Our FO has chosen to expand our payroll quickly and dramatically, with only a modest decrease in efficiency.  This is a really impressive accomplishment, but the road simply gets harder from here on out.  Our best players are going to continue to get more expensive, while the ownership group is going to need to be realistic about how much money it can afford to spend going forward.  I can't claim to know if we're going to need to scale back our payroll this off-season, but at the very least our team has hit its cap at around $70M.  In this context, trades like the Scott Kazmir deal are not only necessary, but vital to the team's continued success.  Kazmir was no longer efficient enough for us.  Notice that I didn't say "cheap".  Efficient.  And that's what the bottom line is.
* All contract information in this post was taken from Cot's Baseball Contracts and all statistics were taken from Fangraphs.

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I'll give you a two thumbs up. While

i admit it’s a bit much for me to swallow, i think the point you make is clear

by sternfan1 on Sep 7, 2009 7:58 AM EDT reply actions   0 recs

It's going to be good to clean up

all that dead money in the bullpen. Percy, Bradford, Izzy, Nelson and Shouse tie up over $10 million of the ~$63 million Payroll for doing nothing. Glad they will all be off the books.

www.draysbay.com

by Tommy Rancel on Sep 7, 2009 8:53 AM EDT via mobile up reply actions   0 recs

That plus Aki at $5mil and a few arby contracts

they will let go (Gross, Navarro, Balfour)

by sternfan1 on Sep 7, 2009 9:13 AM EDT up reply actions   0 recs

Balfour

You are obsessed.

Officially now the head of the Lobstein bandwagon.

by P Brady on Sep 7, 2009 9:53 AM EDT up reply actions   0 recs

And he should be

Don’t get me wrong, i like Aki, but at $5mil and the fact that he’s missed large portions in 2 of the 3 seasons he’s been here, make it an easy move

by sternfan1 on Sep 7, 2009 10:03 AM EDT up reply actions   0 recs

The FO has made a lot of really bad RP signings over the last couple of years.

One of the few marks against them. Hopefully, they’ve learned and won’t be wasting money in that dept this offseason.

by RaysTheRoof on Sep 7, 2009 10:24 AM EDT reply actions   0 recs

Trading Ty Wigginton for Dan Wheeler may have been necessary at the time

But in the end it is costing us a lot for a pitcher who does not pitch a lot, and whose value can be replaced easily.

by behn on Sep 7, 2009 10:45 AM EDT up reply actions   0 recs

kudos tp Wills, Kalas and Jones for telling it straight

As the Rays’ bullpen was melting down again Sunday, Rays radio announcer Dave Wills pointed the finger exactly where it needed to be pointed. Sure, Wills said, Russ Springer gave up a losing grand slam to the Tigers’ Brandon Inge, but it was set up by walks issued by Grant Balfour and J.P. Howell.

“Those were the killers,’’ Wills said.

Team announcers — including the Rays’ sometimes — often try to make excuses for the home team, but it was refreshing to hear Wills go out of his way to point out what had gone wrong. And kudos, too, to TV sideline reporter Todd Kalas for mentioning that if the bullpen had done its job in the past month, the Rays might be only a game or two out of a playoff spot.

by sternfan1 on Sep 7, 2009 10:38 AM EDT reply actions   0 recs

BP

If the BP had not had it recent troubles and pitched like they did for most of the season, would there be so many criticisms about the FO making bad decisions? It is pretty easy to be a FO critic with the benefit of hindsight.

Gary Williams for President!
Put Rose in the Hall of Fame

by terp12 on Sep 7, 2009 10:38 AM EDT reply actions   0 recs

Pretend for a moment

Pretend for a moment that, god forbid, sternfan1 is head coach of the Rays. You are on a budget and need to produce a great team, because if you don’t douchy fans will call for your job. You only have the information available to you at the time of the decision. If you ever manage a reasonably large group of people you will find that not all of your decisions pay off, and sometimes your employees disappoint you. That is life as a manager, in business or in MLB.

Gary Williams for President!
Put Rose in the Hall of Fame

by terp12 on Sep 7, 2009 11:04 AM EDT up reply actions   0 recs

Maybe I misunderstood your comment

I sounded to me that you were criticizing my BP post in some strange manner.

Gary Williams for President!
Put Rose in the Hall of Fame

by terp12 on Sep 7, 2009 11:39 AM EDT up reply actions   0 recs

Nice article

Too bad the Times or Trib. doesn’t handle this topic. The average fan may appreciate the team much more.

Gary Williams for President!
Put Rose in the Hall of Fame

by terp12 on Sep 7, 2009 10:39 AM EDT reply actions   0 recs

This.

Everbody's Nobody

by RWRays on Sep 7, 2009 10:40 AM EDT up reply actions   0 recs

Rec'd. Great Read.

I thought given how the Yankees were doing, their FOE this year would be high, boy was I wrong. I was not surprised, however, about last year, and most of our players didn’t have career years.

I think with all those bullpen contracts coming of the books next year, I think only Wheeler, Balfour, and J.P. will stick around, and we’ll have to go with a new bullpen. I thought Gorgen would be ready, but he’s hit a wall in AA. One, Maybe two of Niemann/Davis/Sonny will be in the pen, but I’m still not that confident in Sonny and Niemann out of the pen. If we trade Barty, I’d like to see a reliever to come back with some (positional) prospects. If that doesn’t work, If we can get someone like Brandon Lyon for like $1.5 Million, then I say go for it.

Everbody's Nobody

by RWRays on Sep 7, 2009 10:40 AM EDT reply actions   0 recs

Meloan, Thayer, and Talbot

might be in the pen next season.

WHOO, LUKE! LUKE! LUKE!
ALSO! NOW THE HEAD OF THE PUFFY-ROD BANDWAGON.

by Some other guy who does not care on Sep 7, 2009 11:16 AM EDT up reply actions   0 recs

Meleon got DFA'd

picked up by the Pirates, then DFA’d again. I forgot which team claimed him.

Everbody's Nobody

by RWRays on Sep 7, 2009 11:23 AM EDT up reply actions   0 recs

I'd like to see Thayer Talbot and Sonny in the bullpen

maybe Batemen as well based on RJ’s description of him.

by RaysTheRoof on Sep 7, 2009 11:27 AM EDT up reply actions   0 recs

ERA maybe.

The bullpen isn’t that bad. Just really bad lately. Even great bullpens have relatively low WARs — thats why its not worth spending so much on them.

by RaysTheRoof on Sep 7, 2009 11:39 AM EDT up reply actions   0 recs

His post game interview

best explanation for bullpens is Shapiro a few years ago—they are fickle and hard to really quantify based on one year to the next

by sternfan1 on Sep 7, 2009 11:41 AM EDT up reply actions   0 recs

This is correct.

Which is why the Rays added more relievers than they could carry at once and why they’ll do the same next year.

by R.J. Anderson on Sep 7, 2009 11:42 AM EDT up reply actions   0 recs

By the way.

I don’t have the study or the exact numbers, but a guy who used to work in the Yankees FO did a study on NL reliever transitioning to the AL and says they are better in year two. Not sure if that means guys who have never been in the AL or what though.

If Nelson is still around, could be interesting.

by R.J. Anderson on Sep 7, 2009 11:44 AM EDT up reply actions   0 recs

If we can get him to minor league cotnract maybe

Seemed like his arm might be injured though because his velo was down so much.

by RaysTheRoof on Sep 7, 2009 11:48 AM EDT up reply actions   0 recs

precisely

thats why you don’t go and spend a lot on FA to fill the bullpen. Promote from within. Thus thayer, sonny, talbot, howell, balfour, cormier, choate

by RaysTheRoof on Sep 7, 2009 11:43 AM EDT up reply actions   0 recs

What's your point?

Thats why we have cormier, balfour, and Howell

by RaysTheRoof on Sep 7, 2009 11:37 AM EDT up reply actions   0 recs

Why wouldn't we be fine with J.P.?

One bad month versus how many good ones these last two years? We have every indication to believe — minus him being hurt — that he’s fine.

by R.J. Anderson on Sep 7, 2009 11:41 AM EDT up reply actions   0 recs

Here's an idea.

How about you actually look something up for once. Jesus.

by RaysTheRoof on Sep 7, 2009 11:44 AM EDT up reply actions   0 recs

He's striking out 11 per nine.

This is an acceptable trade-off.

by R.J. Anderson on Sep 7, 2009 11:44 AM EDT up reply actions   0 recs

This is retarded.

I’d like Nolan Ryan’s k/9 from every starting pitcher and Pujols wOBA for all my hitters. But none of these are going to happen

by RaysTheRoof on Sep 7, 2009 11:47 AM EDT up reply actions   0 recs

Just like last year?

jesus, i try to stick up for you sometimes but your negativity is just too much.

by RaysTheRoof on Sep 7, 2009 11:49 AM EDT up reply actions   0 recs

I want the Rays to win as much as the next guy

but we need to develop our own closer

Papelbon, Nathan, Jenks (LAA) are proof it can be done

by sternfan1 on Sep 7, 2009 11:52 AM EDT up reply actions   0 recs

Howell.

Mcgee is a possibility down the road

by RaysTheRoof on Sep 7, 2009 11:54 AM EDT up reply actions   0 recs

Jake is a possibility

He blows people away with power, not smoke and mirrors

by sternfan1 on Sep 7, 2009 11:58 AM EDT up reply actions   0 recs

I'm thinking mid-2010.

He’s coming along nicely, no reports about velo, though.

Everbody's Nobody

by RWRays on Sep 7, 2009 1:18 PM EDT up reply actions   0 recs

i wont argue mo because he is well once in a lifetime guy

But prior to September 2nd j.p.s k/BB was 2.77 and that was well into his current slide. Paps is 2.83. So yet another one of your stupid theories disproven. From now on either a)do actual research and make a valid point or b)give a nice comment with every negative one. You have a computer, I am on a cell phone yet I can easily look up the info in question but you can’t? You are quite ridiculous at this point.

Need a lineup? No problem...just give me paper, pen, scissors, a hat, and a blindfold

by jqueipo on Sep 7, 2009 1:16 PM EDT via mobile up reply actions   1 recs

Yes, I am.

Are you joking? Howell has been amazing save one month. Balfour is solid and Cormier has been great. I’m happy with a combo of those three in the 8th and 9th. Yes.

by RaysTheRoof on Sep 7, 2009 11:41 AM EDT up reply actions   0 recs

He's not my hero.

He’s a solid reliever. And he will be offered arb. Guaranteed.

by RaysTheRoof on Sep 7, 2009 11:48 AM EDT up reply actions   0 recs

Actually, it is.

Many teams will jump to trade for him at this price if we decide not to keep him.

by RaysTheRoof on Sep 7, 2009 11:51 AM EDT up reply actions   0 recs

Only teams like KCR or some NL club

or a team who wants to use him in the 6th or 7th inning would do that

by sternfan1 on Sep 7, 2009 11:53 AM EDT up reply actions   0 recs

so basically any team

Good job describing all ml teams but disguising it as only 1 or 2

Need a lineup? No problem...just give me paper, pen, scissors, a hat, and a blindfold

by jqueipo on Sep 7, 2009 3:22 PM EDT via mobile up reply actions   0 recs

NIemann won't be in the pen

Follow Me on Twitter @FreeZorilla

by FreeZorilla on Sep 7, 2009 11:40 AM EDT up reply actions   0 recs

To be more accurate, is there a way to figure "runs above a replacement player" within your own organization?

Or is it even feasible? Aki’s value lessens when he can be replaced by Zo, as a matter of fact I guess that would apply to most of the players on the team. Having good backups is part of the organizational success, which is why I question comparing to league average backups. Playing a position that is weak overall helps increase the RAR, but if the team has a backup withing the organization shouldn’t it make a difference? I really like the premise here of determining value, I am just trying to understand it fully.

by Doyouseeit? on Sep 7, 2009 10:48 AM EDT reply actions   0 recs

look like it

ERA vs left: 2.63 and vs right: 7.02

K/BB vs left: 6+ vs right: ~1

and go/ao is 2x higher vs lefties than righties.

I like him for next season. At least bring him to camp to try and earn the loogy role.

by RaysTheRoof on Sep 7, 2009 12:00 PM EDT up reply actions   0 recs

I just read this piece by Malcolm Gladwell a couple of days ago.

Seems to fit your opening paragraph nicely: LINK

Embrace Eternity

by Sandy Kazmir on Sep 7, 2009 11:48 AM EDT reply actions   0 recs

I really dislike Gladwell

He manages to bungle almost everything he writes. No one notices because most people who are reading a particular anecdote aren’t experts in the field. The “press” idea has little merit.

by RaysTheRoof on Sep 7, 2009 11:50 AM EDT up reply actions   0 recs

Have you read The Black Swan by chance?

(Off-topic obviously, just wanting to know if it’s worth my time)

by R.J. Anderson on Sep 7, 2009 12:07 PM EDT up reply actions   0 recs

I agree with the general sentiment

I just think he used a really bad example to demonstrate it. The teams Pitino coached had a lot more talent than he let on

by RaysTheRoof on Sep 7, 2009 12:12 PM EDT up reply actions   0 recs

You have to admire Pitino's ability to go to a floundering school, bring in his type of players, and then run them ragged

Not disagreeing with you, but there is very few finer things to watch than Syracuse making up double digit holes by pressing and running against other teams. I know that we are always in it as long as our guys have legs.

Embrace Eternity

by Sandy Kazmir on Sep 7, 2009 12:31 PM EDT up reply actions   0 recs

Why do I bother reading the comments on most of these articles?

Lead singer, songwriter, and caterer for the band Suicide Phoenix. We play sitar-based anthems on real estate law. Available for weddings, birthdays (13+, please), and LAN parties.

by PlayOnWords on Sep 7, 2009 12:12 PM EDT reply actions   0 recs

I don't dispute the merits of your thought...

But I do dispute how much $$$ the Rays are banking…If things were truly as tight as your theories indicate, then I wholeheartedly agree with every one of your premises. Having said that, I think the Rays have made more money then they want you or I to think. That makes it difficult to fully grasp how “small market” the Rays are. Are they as rich as Boston or New York, of course not, but what they have done this year, and even last year, the gap is closing. Yet they want you to think otherwise. That is my quandary.

Put Tampa Bay back on our road uniforms!!

by joedobr on Sep 7, 2009 4:45 PM EDT reply actions   0 recs

A quote....

“Baseball doesn’t have an answer for the Yankees. Revenue sharing can only accomplish so much. At some point it becomes confiscation. It has and will not solve what is a very obvious problem. More often than not, $50 million on average will not allow an MLB franchise to field a highly competitive team. Every year there will be an excpetion, but that is really the baseline number. So what has the meaning are dollars spent above $50 million. Most clubs can perhaps afford to spend $10 million to $25 million above that figure trying to compete. A few can spend as much as $30 million to $60 million above that. But one team can and is spending $150 million incremental dollars, and at some point 29 owners and their players say to themselves, ‘We can’t have one team that can spend 10 dollars above the baseline for incremental dollard spent by an average team.’ One thing is certain the status quo will not be preserved.”

I got news for you, the Rays, with their “plan”, aren’t giving themselves a chance. It’s unfair, and when the media partners of the team start waking up and being critical, they will have to meet the merits of this quote in the middle. There is only so far the Rays can go. I am happy with last year, but I want to win, I don’t know about you. And it’s the fans fault? I say to that, look at where else the Rays draw money.. They constantly draw 8 to 9 local shares on their games….They have shown that capability. So on and so forth…

Put Tampa Bay back on our road uniforms!! Attendance is only part of revenue!!

by joedobr on Sep 7, 2009 6:33 PM EDT reply actions   0 recs

Who's the source?

TV ratings look real nice from what I hear. At the very least it should continue to bring in more sponsor dollars.

Embrace Eternity

by Sandy Kazmir on Sep 7, 2009 11:38 PM EDT up reply actions   0 recs

That's what I am saying..

You are drawing 8’s and 9’s according to Nielsen on prime television games over the past month. Even if fans aren’t getting you to 30,000 a night, that is STILL money in their pocket and a source of revenue that is downplayed by the Rays.

Perhaps other local markets have a better payout for their local TV deals? Maybe the Rays should consider breaking off from Fox and buying their own local network to create another revenue source? Just saying…IF you have been as hot as you have been, then there is a demand for your product.

And to expect 30,000 a night when you have never drawn that before, folks, the ownership expected too much too fast. But you don’t throw in the towel and “cut your losses.” I completely understand and somewhat agree with trading Scott Kazmir, but the Rays aren’t really reallocating as they are trying to shorten their deck when they really have more bullets to play with. But as owners, you don’t give up, and you push and still dish out payroll in order to eventually get to 30,000 per night.

Something isn’t completely right going on here.

Put Tampa Bay back on our road uniforms!! Attendance is only part of revenue!!

by joedobr on Sep 7, 2009 11:49 PM EDT up reply actions   0 recs

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