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Faces of the Front Range: Scientists Bruce Vaughn and Bradley Markle look to save the world by understanding it

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Faces of the Front Range: Scientists Bruce Vaughn and Bradley Markle look to save the world by understanding it

Most people might think ahead to their lunch break, weekend or the end of the year. Bruce Vaughn and Bradley Markle think hundreds of thousands of years forward and back.

Vaughn, 67, has led the Stable Isotope Lab at the University of Colorado Boulder’s Institute of Arctic and Alpine Research since 1989, and Markle, 35, joined the lab team about a year ago. By looking at cylindrical shafts of ice (called cores) drilled from the earth’s coldest places, they and their colleagues learn what they can about past climate, apply that knowledge to today’s issues and see the world in the process.

The two are just as comfortable skiing between campsites as they are tinkering with drone parts in Boulder.

Vaughn narrowly escaped death multiple times in multiple places (pulmonary edemas at high altitudes). He also once lost his tracks on the ice during white-out conditions, and shakes his head at the thought of what might have happened if he hadn’t made it back. All in the pursuit of a greater understanding of the world.

“I love it … it’s in my DNA,” Vaughn said. “Some days I’ll get dirty and greasy in the lab, other days I’ll spend crafting a nice paragraph.”

Now he’s looking forward to returning to Greenland after two years away because of the pandemic, though they’ll spend a month clearing snow that accumulated since their last visit.

Markle’s quick to share stories, too. Over lunch, he shows off a slideshow of his summer expedition across Alaska’s Juneau Icefield. It’s a mix of alpine photography, timelapses of fog rolling across the landscape, undergrads collecting snow samples and a faux wedding put on as an excuse to throw a party.

You’ve gotta have fun up there, he said with a shrug and an eyebrow raise — and a likely smile under his face mask.

His smile is famous in the lab, the “biggest smile ever,” colleague Chloe Brashear said. Markle’s the magnetic one, she said, and Vaughn’s the funny one, a jokester.

They all enjoy their work in and out of the lab, Brashear said. Science for the sake of science.

Nobody’s in it for the money, Vaughn quips — not that there’s much of it.

And nothing happens without the most crucial element: caffeine.

“The one instrument in the lab without which the others will not work,” Vaughn said while standing next to the espresso machine.

A photo of Captain Jean-Luc Picard pokes its head around one corner. A poster of explorer Ernest Shackleton’s ill-fated Endurance expedition hangs in the freezer with the ice cores. A stuffed Kiwi bird watches over the station where scientists melt and analyze ice core sections.

Those stations are where the lab work gets more than a little technical, but the possibilities are nearly limitless. Vaughn said their laser spectrometers can decipher many of the world’s mysteries just by analyzing fluids.

Elements always have the same number of protons in their nucleus, but the number of neutrons can vary — and that’s what you call isotopes. Often the scientists can trace isotopic elements to specific sources or causes.

“If you try to sell me Florida orange juice and it’s actually California orange juice, we could tell,” Vaughn said.

Helen H. Richardson, The Denver Post

Bruce Vaughn, a Fellow at the Institute of Arctic and Alpine Research (INSTAAR) at the University of Colorado, Boulder holds a large piece of an ice core sample that was taken from glaciers in Greenland that is around 2,000 years old on Oct. 6, 2021, in Boulder.

But the lab largely focuses on hydrogen and oxygen molecules found in the ice, Markle said.

Each core contains thousands of layers of ice deposited and compressed by millennia of snowfall. The team can count those layers like rings on a tree, analyze their chemical composition and form an idea of both the temperatures at which the snow fell and how much carbon dioxide was in the atmosphere at the time.

The scientists can tell that carbon dioxide hasn’t been as concentrated in the earth’s atmosphere as it is now for at least a million years, Markle said, and it’s clear humans are the cause.

“We know more than enough,” Markle said.

Even so, the scientists all still hear the questions on airplanes, in social settings or interviews: “Is climate change real?” It is.

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AP men’s college basketball poll, Week 5: Purdue moves to No. 1 for the first time, CSU Rams at No. 26

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AP men’s college basketball poll, Week 5: Purdue moves to No. 1 for the first time, CSU Rams at No. 26

Purdue is No. 1 in The Associated Press men’s college basketball poll for the first time.

The Boilermakers were a unanimous No. 1 in the poll released Monday to move up from No. 2 last week. Reigning national champion Baylor moved up to No. 2, with Duke, UCLA and Gonzaga rounding out the top five.

Purdue (8-0, 1-0 Big Ten) reached No. 2 in consecutive seasons under Gene Keady from 1986-88 and matched its previous high last week, receiving nine first-place votes from a 61-person media panel.

The Boilermakers routed Florida State last week and opened Big Ten play with a 77-70 win over Iowa on Friday, sliding into the top spot after previous No. 1 Duke lost to an unranked Ohio State squad that is now No. 21. Until this week, Purdue had the second-most appearances in the AP poll — 379 weeks — for a school that had never been ranked No. 1 (Maryland, 434 weeks).

“They deserved to be No. 1,” Iowa coach Fran McCaffery said after the loss to Purdue. “They can hurt in so many ways. They have depth, experience and size. It’s going to be a hard team to beat.”

Purdue missed the NCAA Tournament during the pandemic-altered 2020-21 season, but returned its top eight scorers, including all-conference forward Trevion Williams. The Boilermakers can challenge teams in variety of ways, from sophomore guard Jayden Ivey attacking off the dribble to dropping the ball in the post to 7-foot-4 sophomore Zach Edey.

Purdue is winning by an average of 25.6 points per game, the closest being the seven-point win over Iowa.

“You want to get in close games and win them,” Purdue coach Matt Painter said. “It really helps you through the season.”

FALLING ZAGS

Gonzaga plays one of the nation’s most difficult nonconference schedules every season and this year has been no different. The Zags (7-2) typically win the big early-season showdowns, but haven’t been able to do it with as much frequency this year as they try to integrate several new players.

Gonzaga looked unstoppable in early wins over Texas and UCLA. The Zags weren’t so dominating their last two games against AP Top 25 teams, losing to Duke in Las Vegas on Nov. 26 and No. 16 Alabama in Seattle on Saturday.

“I just think we have to have more of a sense of urgency,” Gonzaga big man Drew Timme said. “We just got to fix it. But we’ve got a lot of time to fix it. We’ll be fine.”

He’s right. Most teams would love to “drop” to No. 5 in the AP Top 25.

RISING AND FALLING

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4 Best NCAAF Betting Sites and Sportsbooks in Colorado 2021

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4 Best NCAAF Betting Sites and Sportsbooks in Colorado 2021

Thanks to the legalization of sports betting in Colorado, you have a ton of options to choose from when betting on college football on Saturdays. There are a ton of NCAAF betting sites available in this state, which offer a variety of betting markets for this incredibly popular sport. But these are the four best ones for NCAAF betting BetRivers - 100% First Deposit Bonus Up to $250!Betway - Get your $250 Risk-Free Bet!BetMGM - $1,000 - Risk Free Bet!

Advantages of NCAAF Online Betting Sites

The biggest advantage to using NCAAF betting sites as opposed to using land-based sportsbooks is the fact that you can compare betting odds between sportsbooks quickly and easily. When shopping online for clothes or electronics, you don’t want to pay any more than you absolutely have to in order to get what you want.

Well, the concept of line shopping in college football betting follows the same logic, which is where the use of online sportsbooks is advantageous.

For example, let’s say that two NCAAF betting sites are offering betting odds on a college football game between Colorado and Colorado State. At one site, Colorado is a -150 favorite to win the game, while another site has it at -120 odds.

In that case, you would need to risk $150 to win $100 at one sportsbook, while the other would only require you to wager $120 to win $100, making it much more advantageous to bet at the site where you only have to risk $120.

Another huge plus to betting on college football online is the fact that you can perform your financial transactions from anywhere. Land-based sportsbooks require you to bring cash to the sportsbook or withdraw cash from an ATM to place a bet.

That can be annoying, and can result in ATM fees that eat into your potential winnings depending on how many bets you place. On the other hand, placing college football bets online lets you deposit funds by credit card or other methods that require no fees whatsoever.

Then, you can place your bets from anywhere in the state of Colorado and withdraw funds from anywhere as well. This is so much more convenient than having to go to a casino and place bets using cash, as online sportsbooks have adapted to the times much better than land-based facilities. College Football Betting Sites – What to Look For

When choosing which NCAAF betting sites you want to use, the first thing to look for is the betting odds at each sportsbook. Betting odds determine how much you have to risk in order to win the amount you want to win, or how much you stand to make when betting on a game in college football.

In our example above, you can see how much a difference in betting odds can impact your risk amount and how that can change your profitability in the long run.

Each major sports betting site has odds available for college football games ahead of time. This gives you the opportunity to compare and contrast those odds to find the books that are going to be the most profitable for you.

As long as you’re willing to do the necessary comparisons from site to site, you can save yourself some serious money in the long run.

Another item to look for when picking between NCAAF betting sites is the types of betting markets that are available from one bookmaker to the next. Some sportsbooks will offer only the bare minimum markets such as the spread, total and moneyline. But others will offer in-depth prop betting options in college football, which can really spice up the betting options that exist in this sport.

Just like with betting odds, you should be sure to look at any sportsbook you’re interested in using ahead of time. This will give you the chance to assess what kinds of markets are available and whether the list of college football betting markets meets your needs. There’s no one size fits all solution on this front, so you really do need to check to make sure each site has what you need on an individual level.

Best Betting Sites for NCAAF Odds

There’s no one size fits all solution when looking for the best odds among NCAAF betting sites, but there are ways that you can maximize your profits when betting on college football. The first thing you should look at is the odds for standard point spread and totals markets at each sportsbook.

Most sportsbooks will offer odds of -110 on point spreads and totals, meaning that you need to wager $110 to win $100 on those bets, but slight variations in those numbers can be significant over time.

For example, if one sportsbook offers -110 odds on both sides of spreads and totals, and another sportsbook offers -112 odds for those same bets, that makes a difference. At the site with -112 odds, you need to risk $112 to win $100, while -110 odds only require you to bet $110 to win $100. While an extra $2 per bet doesn’t seem like a lot, it can make a huge difference over hundreds of bets or more.

You will also want to compare what odds that NCAAF betting sites offer for markets like futures and moneylines. Unlike spreads and totals, the odds for futures and moneylines can differ much more from one sportsbook to the next. That means that profitability can be drastically impacted by the odds that are up for grabs at each site, and it’s up to you to investigate and find the site that is the most favorable to you.

NCAAF Live Betting

One of the major draws of NCAAF betting sites compared to land-based sportsbooks is that live betting is easily accessible. Live betting allows you to wager on college football games as they are in progress, with odds that are updated throughout the game based on what is happening on the field. These in-play betting markets can often offer more value to you than pre-game odds, thanks to the odds being adjusted throughout the game.

For example, if Colorado is playing against Colorado State, the Buffaloes might be a seven-point favorite before the game starts. But if Colorado State kicks an early field goal, NCAAF betting sites might adjust the point spread to a smaller number in favor of Colorado. That would give you the chance to bet on Colorado at a better number than what was available before the start of the game.

Along with the availability of better odds than what was available before the start of the game, you will want to look at the live betting interface of each site to make sure it updates odds quickly enough.

There’s only a short period of time between plays in college football, which means that you only have a limited time to get a bet in before the next play starts. Only some sportsbooks let you place a wager during that tight window, and you will want to keep an eye out for which books can handle that level of demand.

NCAAF Betting Site Bonuses

Different NCAAF betting sites offer different promotions to new players, as they look to get your attention compared to all of the other sportsbooks that are available in Colorado. But not all betting site bonuses are created equal, as different sites have different methods to entice players to sign up with them rather than their competitors. These particular sites have some offers that are worth paying attention to if you’re new to the legal sports betting scene.

BetMGM is one of the NCAAF betting sites offering new players a $1,000 risk-free bet on their first wager with the site. In that scenario, you can place your first bet with BetMGM worth up to $1,000 and keep the profits if the bet wins. If the bet loses, you will be refunded the amount you bet up to that $1,000 amount.

Another site with a welcome bonus worth taking a look at is BetRivers, which is offering you a 100% deposit match worth up to $250. With that promotion, you can make your first deposit with BetRivers and get a dollar for dollar match on your first deposit up to $250.

DraftKings also offers up to $1,000 in bonus money on your first deposit while Betway offers a $250 risk-free bet to its new customers.

Best NCAAF Betting Mobile Apps

Mobile sports betting allows you to use NCAAF betting sites from anywhere in Colorado, from the highest peak of the Rockies to the farthest corners of the state. You can access any sportsbook that is available for legal sports betting in Colorado via mobile app, with their apps available for download in the App Store, Google Play store or any other app marketplace. And there are some things to look for when selecting which apps you want to use.

The main thing to think about when choosing which NCAAF betting sites you want to download the apps for is the look and feel of the app compared to the competition. If you have already compared the betting odds and betting markets as outlined above.

The look and feel of each app will be the only real difference when betting on their apps. You should always check to make sure that you can easily navigate each sportsbook app and get to where the sections you use the most with ease.

Do NCAAF Mobile App Bonuses Differ From Those On Websites?

Right now, it’s very rare that NCAAF betting sites will ever have bonuses that are different on their mobile devices than the ones on their desktop sites. It’s the goal of NCAAF betting sites to attract as many players as possible away from their competition.

This means putting their best foot forward on both desktop and mobile devices. You should take a look at the available promotions for all betting sites before making a deposit to make sure you’re using the sites with the best promotions.

Types of NCAAF Betting Promotions

There are several types of betting promotions available when using NCAAF betting sites. The main promotion types are the ones described above, as risk-free bets and deposit match bonuses are the most common when using college football betting sites. But there are other types of promotions available for both new and existing players at popular college football sportsbooks.

Examples of those promotions that you can find at NCAAF betting sites are profit boosts and odds boosts, which increase the amount that you can make when betting on college football. These boosts increase the payout amount you stand to make when betting on football, without you having to risk more money to earn those increased payouts. The best sportsbooks and their promotions you can find on the list below:DraftKings - Get a Deposit Bonus Up to $1,000BetRivers - 100% First Deposit Bonus Up to $250!Betway - Get your $250 Risk-Free Bet!BetMGM - $1,000 - Risk Free Bet!

NCAAF Betting Sites Deposits & Withdrawals

Depositing and withdrawing money from NCAAF betting sites is easier than scoring points in the Big 12. All of the NCAAF betting sites available in Colorado offer instant deposits with methods that include credit and debit cards, PayPal and bank transfers. And withdrawals are just as easy, with transactions available via checks, bank transfers and other methods within a couple of days.

Gambling involves risk. Please only gamble with funds that you can comfortably afford to lose. Whilst we do our utmost to offer good advice and information we cannot be held responsible for any loss that maybe be incurred as a result of gambling. We do our best to make sure all the information that we provide on this site is correct. However, from time to time mistakes will be made and we will not be held liable. Please check any stats or information if you are unsure how accurate they are.


The news and editorial staffs of The Denver Post had no role in this post’s preparation.

This sponsored content article is governed by our Online Gambling Content Disclaimer (the “Disclaimer”) available here (or at the following URL: https://www.denverpost.com/online-gambling-content-disclaimer), and this sponsored content article constitutes “Gaming Content” as that term is defined in the Disclaimer.  Among other things, the Disclaimer governs your access to, and use of, this Gaming Content.  By accessing and using this Gaming Content, you expressly agree to the terms and conditions of the Disclaimer. The entire Disclaimer is incorporated herein by this reference. We strongly encourage you to please read the entire Disclaimer carefully. 

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NCAAF Odds and Betting Lines Today

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NCAAF Odds and Betting Lines Today

In case you haven’t been paying attention over the last few years, the sport of college football has started to take over the United States. The NFL will always be king in this country, but college football isn’t too far behind.

NCAAF odds can be found all over the internet, and you will also see these odds throughout the week on various media outlets. Watching the sport of college football is no longer good enough as betting on the sport has now taken over.

NCAAF odds and betting lines are also going to be featured at the sportsbook each week, and you will see plenty of promotions offered on the sport. This isn’t a regional thing either as there are popular college football teams throughout the country.

This article will explain NCAAF odds, and will also provide you with some examples of how these look at sportsbooks in the US. If you aren’t betting on college football yet then it’s time that you get with the program.

NCAAF odds should soon become a part of your everyday life if you are serious about betting on sports. This sport is only going to continue to grow in popularity and there is some big money that can be won.

Pay attention to the next few sections of this article and hopefully, you become more familiar with NCAAF odds and it lets you win big at the sportsbook. Meanwhile, you can also visit some of the most popular sportsbooks for NCAAF betting such as:BetRivers - 100% First Deposit Bonus Up to $250!Betway - Get your $250 Risk-Free Bet!BetMGM - $1,000 - Risk Free Bet!

NCAAF Consensus Odds

If you have ever heard the expression NCAAF consensus odds then that is talking about what all of the Colorado sportsbooks are offering. You are sometimes going to see some variation when it comes to NCAAF odds, but other times the consensus will be presented.

One benefit of NCAAF consensus odds is that you don’t have to worry about doing an odds comparison. You will know that each betting site in the state is going to offer the same odds and you can simply choose to bet at your preferred site.

To go along with NCAAF odds that are presented as a consensus, you will also find consensus NCAAF picks. This is where most of the money is coming in, and you can see how the public is viewing each matchup.

You might be shocked to hear this, but the public is typically wrong more times than they are right. The term, “fading the public,” is often used to describe those smart bettors that go against the consensus picks and usually end up on the right side of a bet.

So, do you think you are ready to see how NCAAF odds are put into action?

Moneyline NCAAF Odds

When it comes to betting on NCAA Football, the easiest bet to make is on the moneyline. All you have to do with this type of wager is pick the team that goes on to win a certain college football game.

You might think that this is a great way to bet on college football, but taking a closer look at the NCAAF odds when it comes to moneyline might change your mind a bit. For a better example we will look at a matchup between the Colorado Buffaloes and the Colorado State Rams.

Colorado Buffaloes -175
Colorado State Rams +225

In this matchup, you should note that Colorado is a pretty clear favorite (naturally) over Colorado State. Picking the Buffaloes to beat the Rams seems like a great bet to make, until you start taking a look at the odds and what they mean.

In the example above, it would take a $175 bet on Colorado to win $100, which doesn’t exactly provide terrific odds. On the other side of that, a $100 wager on the Colorado State Rams to win $225.

This is where the NCAAF odds make you question the value over who you think will win the actual game. This exact internal question is why new sportsbooks continue to pop up all over the state of Colorado and beyond is because they keep winning money from poor sports betting decisions.

NCAAF Points Total Odds Over/Under

Another great way to bet on college football is what is known as betting the total or over/under. You aren’t going to have to pick a winning team with this type of wager, but instead you are looking at the total number of points scored.

The moneyline bet is widely regarded as the easiest bet to make on any sport, but there isn’t exactly much of a challenge when it comes to over/under either. This sort of dates back to the game you used to play as a kid when you were trying to guess a certain number.

Sports betting is clearly not a kids game though, and it’s best to use a specific example to look at NCAAF over/under odds. We will use the same two teams as above to break this betting option down.

Colorado vs. Colorado State:
Over 47.5 -110
Under 47.5 -110

Most of the over/under betting options you are going to see will have the same betting lines for each side of the wager. In the example above the NCAAF odds will payout $100 for a wager of $110.

If the Buffaloes and Rams combine for at least 48 total points then the over would hit. If the final score is 47 points or less than the under would be the right wager.

You should be warned that sportsbooks and oddsmakers are usually excellent at setting the over/under lines. You’re going to find NCAAF odds that land nearly right on the lines set by the sportsbooks, and that might lead to some pretty disappointing losses at times.

If you aren’t ready to pull the trigger on making a pick to win a game then NCAAF odds for over/under is the way to go.

NCAAF Spread Betting

Unless you have lived under a rock (old expression, I know) then you have likely heard the phrase “against the spread” a few times in your life. This might not mean much to people that don’t bet on sports, but it means everything when looking at NCAAF odds.

The sport of football has three main betting types associated with it and spread betting is one of those. You can think of these betting options as a step further than moneyline betting, as you have to make a couple of predictions here.

When you look at NCAAF odds you are always going to see the spread listed. This is usually listed right after the moneyline odds, but it is actually the first thing that a majority of sports bettors focus on.

Making a spread wager requires you to not only pick which team is going to win a certain game, but you also have to predict how much they are going to win by. You can also bet on the losing team to keep the final score within a certain spread.

Here is a look at NCAAF odds as they relate to spread betting.

Colorado Buffaloes -7.5
Colorado State Rams +7.5

This is where things get a little bit interesting when it comes to NCAAF odds. Not only do you need Colorado to win the game if you bet on them, but they also need to win by eight points or more.

If you’re a die-hard fan of the Colorado State Rams, or just a believer in the team, then you can take them even if you don’t think they can win. As long as Colorado State loses by seven points or less then they would be the right pick in this matchup.

NCAAF Live Betting Odds

If you are looking for an even bigger thrill when it comes to college football then the only way to go is looking at NCAAF odds as it pertains to live betting. Live betting has allowed sports bettors to not only watch games, but also to bet along right with the action.

Most NCAAF odds are set a few days ahead of a matchup, but that isn’t the case when it comes to live betting. These live betting NCAAF odds are posted in real-time, and they don’t give you a ton of time to act as a bettor.

The number one tip when looking at NCAAF odds is to do plenty of research, but that won’t be possible when live betting. You are simply going to have to go on your prior knowledge when making a live betting decision and hope that your pregame research was enough.

NCAAF odds for live betting are normally going to be offered in the form of moneyline, over/under, or spread betting, but you might also be able to find other options available.

Be sure to check the NCAAF odds pretty closely if you are going to live bet on the sport. The best NCAAF live odds in Colorado you can find on the following sportsbooks:DraftKings - Get a Deposit Bonus Up to $1,000BetRivers - 100% First Deposit Bonus Up to $250!Betway - Get your $250 Risk-Free Bet!BetMGM - $1,000 - Risk Free Bet!

NCAAF Odds for MVP

College football acknowledges the best player in the country each season, but it’s not called the MVP Award. Instead the MVP of college football is awarded the Heisman Trophy, arguably the most prestigious award in all of sports.

The Heisman Trophy has been dominated by quarterbacks in recent years and the NCAAF odds for this award are going to reflect that. Running backs and top defensive players are often among the finalists, but quarterbacks usually garner the most recognition.

If you are looking at NCAAF odds then this is going to be one of the first things you see at the sportsbook. Feel free to scroll on by if you want, but you are missing a chance to vote on one of the most prestigious awards in college football.

Here are the current NCAAF odds for the Heisman Trophy:

Bryce Young (Alabama) +200
Kenneth Walker III (Michigan State) +400
CJ Stroud (Ohio State) +450
Caleb Williams (Oklahoma) +550
Matt Corral (Ole Miss) +650

NCAAF National Championship Odds

Let’s be honest here for a second and recognize that there aren’t many sporting events bigger than the College Football Playoff. Every professional sport has a terrific postseason, but the CFP is arguably three of the best games in sports.

The only negative to the CFP is that the top four teams are chosen by a committee, but people seem to forget all about that when the games actually begin. The top college football conferences always seem to dominate the CFP each year, and that is shaping up to be the same case in 2021.

Here are the current NCAAF odds for the national championship:

Georgia -115
Alabama +325
Ohio State +400
Oregon +2000
Michigan +3000
Cincinnati +4000

Conclusion

College football might not be a professional sport, but it is easily one of the top betting markets in the United States. NCAAF odds are starting to drive college football broadcasts, and those odds should be in your mind as well each weekend.

There are so many great ways to bet on the sport of college football, and some great chances to win some serious money. As long as you know how to read NCAAF odds then you are going to give yourself a chance to win at the sportsbook.

This is a sport/betting market that is only going to continue to grow in popularity and you would be doing yourself a major disservice if you aren’t at least considering betting on college football. The best action might only take place one day a week, but this sport should be your primary focus from the months of September through January.

Gambling involves risk. Please only gamble with funds that you can comfortably afford to lose. Whilst we do our utmost to offer good advice and information we cannot be held responsible for any loss that maybe be incurred as a result of gambling. We do our best to make sure all the information that we provide on this site is correct. However, from time to time mistakes will be made and we will not be held liable. Please check any stats or information if you are unsure how accurate they are.


The news and editorial staffs of The Denver Post had no role in this post’s preparation.

This sponsored content article is governed by our Online Gambling Content Disclaimer (the “Disclaimer”) available here (or at the following URL: https://www.denverpost.com/online-gambling-content-disclaimer), and this sponsored content article constitutes “Gaming Content” as that term is defined in the Disclaimer.  Among other things, the Disclaimer governs your access to, and use of, this Gaming Content.  By accessing and using this Gaming Content, you expressly agree to the terms and conditions of the Disclaimer. The entire Disclaimer is incorporated herein by this reference. We strongly encourage you to please read the entire Disclaimer carefully. 

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