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Priyamvada Natarajan

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Can Science Be Crowd-Sourced?

Posted: 06/29/2012 9:18 am

News recently broke that Stockholm University's Sven Hovmöller had discovered the atomic structure of complex crystals known as approximants -- a complicated chemistry riddle he spent eight years pondering. But the real story behind the story was that he credited his breakthrough to insights from his then 10-year-old son, Linus, who knew nothing about chemistry or crystals, but a great deal about Sudoku. In short, Linus perceived a pattern where his father did not, demonstrating that sometimes in science knowing too much about a problem can muddle the path to a solution, and a fresh, clear view from the outside makes all the difference.

There is no substitute for the rigorous training credentialed scientists undergo to tackle our most challenging problems, but this heartwarming story, and others like it, gives many observers the impression that anyone can "do" science. Indeed, much attention has been paid lately to the notion of "citizen science" -- members of the general public participating directly in the scientific research process. In fact, some scientists themselves have been championing the idea, seeing it as a way to increase public involvement and support for science.

But we need to think carefully about the appropriate role of citizens in science in order to harness the public's interest and energy while still preserving the integrity of the scientific process. As I see it, there are definitely opportunities for non-scientists to participate, but their roles must be carefully defined. Research in any domain of science today requires specialized training to build up knowledge and clinical competence. To make major breakthroughs, we need people with expertise who are engaged in sustained research over a long period of time -- in a word, scientists.

So, when and how should citizens be involved in science?

First, there will be occasions when citizens can participate in data analysis and provide direct input to professional scientists. There are now successful examples of this in astronomy and chemistry. One of them, Galaxy Zoo, invites the public to assist in classifying the shapes of over sixty million galaxy images. No knowledge of astronomy is required, and it turns out that the human brain is more suited to this activity than any advanced computer. More than 250,000 people have taken part in Galaxy Zoo so far, producing a wealth of valuable data and sending telescopes on Earth and in space chasing after their discoveries.

One such case centers on Hanny van Arkel, a Dutch biology schoolteacher who chanced upon a strange interstellar object that she could not match with any of the known galaxy types listed in the Galaxy Zoo classification tutorial. As it happens, this object, now known as Hanny's Voorwerp, is eminently unique: a light echo from the dying gasp of a black hole that was once active as a quasar. We knew that such objects ought to exist but this was the first one to be discovered. Van Arkel is now listed as a co-author with me on a scientific paper interpreting the discovery.

Another example is the computer game FoldIt, developed by the University of Washington, Seattle. Foldit drafts competitive video gamers and leverages their gaming experience and intuition to flesh out new structures for proteins, and it does so better than computers. At last count there were seven scientific publications that included FoldIt Players as co-authors.

Second, the public can contribute to the actual collection of scientific data -- but only once the scientific community has come to a consensus and defined the parameters of debate. We cannot decide on the efficacy of a medical treatment by counting the number of "Likes" an intervention receives on Facebook; no matter what, professionals will still need to conduct continued clinical trials and evaluate their outcomes carefully. But gathering the full range of side effects a drug may have upon use is a point where public input would be invaluable. Individuals reporting on their own experience with particular therapies would provide first-hand accounts that could be considered in the improvement of drug design.

Recent success stories make it clear that citizens may well play an increasingly important role in aiding science. But if the public gets involved at too early a stage in the scientific process, confusion can ensue. A real-world case is found in the climate crisis. Scientifically, the climate change problem is a complex one that has profound implications for each one of us. A deeper understanding of modeling future uncertainties is actively being developed and debated among scientists, but the terms of the debate have devolved from evidence and data to politics, due to the participation of citizens with specific agendas. As such, before we can even begin to explore a solution, we must convince large swathes of the public that there is a problem to begin with.

While some crowd-sourcing advocates will chafe at a limited role for public involvement in the scientific process, citing the buzz surrounding effective crowd-sourcing in its other applications, we ultimately still need experts. No one wants to walk across a crowd-sourced bridge. Citizen science is new territory for us all -- scientists and citizens -- and the possibilities for success are legion. But we must think very carefully about where the boundaries should be. What is clear is that there must be boundaries, and that is a truth we don't need to crowd-source.

This post appeared in the June 24, 2012 issue of Huffington.

 
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HUFFPOST SUPER USER
pixeloid
Reality has a liberal bias.
02:01 AM on 07/03/2012
One of the best applications of crowd-sourcing science was when SETI distributed a program that let thousands of people's personal computers do some of the processing that SETI couldn't afford to do on their own.
07:03 PM on 07/04/2012
Little problem with that is that SETI is not science, but a job creation program for radio astronomers.

:-)
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pixeloid
Reality has a liberal bias.
01:08 AM on 07/05/2012
I wasn't commenting on the validity of the science, only that I thought the way they went about it was quite clever.
09:12 AM on 07/02/2012
You'd think a cosmologist would be aware that this has been going on in astronomy for many years, even with some organization. The AAVSO (the American Association of Variable Star Observers) has been tracking amateur observations for decades. Likewise the IAU Central Bureau for Astronomical Telegrams in Cambridge has been taking amateur observations of comets, asteroids, nova, and other phenomena for a long time. The problem for astronomers is that telescope time at research facilities is extremely limited, so they can't spend time looking for "routine" sky-survey stuff. So that work has been "outsourced" to amateurs.
08:29 AM on 07/02/2012
Till this day Science grew its own. Whenever science do good people accepts it.When it is bad like weapons, bombs corporates accepts giving high bucks.What you say?
09:07 AM on 07/02/2012
"What you say?"

That I am having a hard time understanding what you are talking about.
maruski
Liberal Lutheran; lean left, save America!
11:18 PM on 07/01/2012
I must disagree with the precept that we "can't judge a medicine by hpw many likes it gets on facebook"

On the contrary patients ahve too long been left out of the table and out of the debate. In medicine in particular the "science" that is produced is commercial with the data hidden for "proprietary" reasons when in fact it has been well documented that they are manipulating the research to get the out come they want. Paxil cause people to commit suicide, and the company knew it and hid it. "Osteopenia" isn't a real disease but patients are strong armed to take drugs like fosamax every day because a machine says they need stronger bones when they are experiencing normal aging and the drug causes brittle bone. Patients demanding better and more critical thinking in medicine is only good. See selling sickness or pharmageddon.
12:52 AM on 07/02/2012
"On the contrary patients ahve too long been left out of the table and out of the debate."

How would you "debate" the effects of a new cancer drug as a patient? Would you judge by how desperate you are to take anything that may, or may not, allow you to stay alive for a couple of months longer? Or how sick you feel after each course of chemo? What would be your contribution... other than the medical data point you can become in a trial?

"In medicine in particular the "science" that is produced is commercial with the data hidden for "proprietary" reasons when in fact it has been well documented that they are manipulating the research to get the out come they want. "

I know people who do this kind of research. They are not manipulating the data they get. That's why most new drug trials FAIL. If the kind of manipulation you say would be going on, none of these trials would ever fail. You don't spend hundreds of millions of dollars on drug trials and then let it fail if you have the option to cheat. But that option does not exist and most people in the business, especially on the science side, are highly ethical. I can tell you, however, that sometimes they are not quite as experienced as they should be... and there are examples where OK drugs failed trials because the people conducting the trial messed up key considerations.
maruski
Liberal Lutheran; lean left, save America!
11:25 AM on 08/02/2012
I repeat: read Pharmageddon, Selling Sickness, The Truth About Drug Companies, or Overdosed America all written by research MD's.

The way it is done is the trial is set up from the outset to find what it wants to find. Think MS is a autoimmune disease? every single trial starts from that premise. yet there is excellent research suggesting it is not or that the "autoimmunity" is a response to a different insult to the brain and the immune system reaction is nothing more than reasonable efforts to repair. Nonetheless all MS drugs start from a dogmatic premise and goes from there as if the other data doesn't exist.

In the case of Paxil, the researchers actually jiggered the cohorts so the suicide didn't reach significance. There are numerous examples of cheating like that detailed in those books.

Patients are treated like they are not allowed to ahve an opinion. Statin drugs alter risk of heart attack from 3% to 2%. They save one heart attack in 3 years in 100 people. Patients would realize that this is NOT worth it if they were told this straight up.
03:56 PM on 07/01/2012
We live in parts per billion times, in a parts per billion world. Our species is emerging from times when knowledge (and or to be sure... the lack of same) was and to a large part, is still used as a means of control by those in power. There were exceptions of course.

In other words, the belief (that's all it is) one can, not know... science, that somehow science and the concomitant understanding that derives from the method of same, is something that can be left to others; is patently false. An anachronism. A left over from earlier, more primitive times.

This week has had a political party come out against critical thought, yes? Is crowd sourcing its equal in terms of a viable response, to such a mindset? I don't think so.

Not that it lacks merit in its own right, but there is a flaw. The same flaw that OWS had and unfortunately still has; the rightful (I used righteous for in my first post for OWS) energy and curiosity of those individuals can be used and channeled into ends not their own, or, in their best interests. I would hate to be right twice.

To “open source” science AND engineering, for that matter (what would that look like one wonders...) would be better, me thinks.
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waltifarian
Quis custodiet ipsos custodes?
04:49 AM on 07/01/2012
All good points. Easy to forget that lots of great, important science was done before there were PhDs being granted.
09:25 AM on 07/01/2012
While the practice of awarding the equivalent of a PhD began in Germany in the early 19th century, academic titles of basically equivalent value have been around since Medieval times.

The actual idea behind the PhD, which is scientific apprenticeship, has been around since antiquity. If you wanted to learn philosophy, arts, medicine, etc., you did so by approaching one of the schools that were around, listening to and practicing with masters.
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waltifarian
Quis custodiet ipsos custodes?
03:08 PM on 07/01/2012
There is alot of truth to that (but it varies alot within Europe, take Newton for example) and then of course all of Asia; and I'm not knocking the process per se. But sadly, lots of PhDs these days stop doing research, or aren't that good at it, but use the acronym to make outlandish, unscientific statements. Its a real problem. AGW "skeptics" are among today's most egregious offenders.
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methodman
01:44 AM on 07/01/2012
This reminds me I I read this story about this Cryptography and the Enigma engine and it was kind of interesting they intercepted one from the third Reich and it is about how they went to discover how it worked. Solving the Enigma History of Cryptoanalytic by Jennifer Wilcox. This conversation is traveling this direction anyways what if we as arm calligraphy Immature scientists try to write our own copy protection cryptowheels like "Eye of the beholder and things like that". I spent more time playing with that than the actual game. What type of calligraphy do aliens like I have always wondered?
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realitytrumpsbull
Two 'alves of coconut!
01:29 AM on 07/01/2012
I think we live in Interesting Times, and also a time of unintended consequences, as well as unprecedented opportunities, and our future is not set, though there are some obstacles and very persuasive factors, and, we could go to the stars, this century, or, we could also go to hell, so to speak. Much depends on things like mutual trust and tolerance, cooler heads prevailing, some chronic and nagging situations being addressed and satisfactorily resolved, and the world at large taking advantage of a common educational opportunity called 'the internet', and also using this data storage and retrieval and communications system, to attempt to foster some international goodwill and cooperation. Together, we can accomplish miracles, opposed, we could realize the apocalypse, or at least close enough to it, and only time will tell, what we do with this singular opportunity and challenge in world history. Hard to see, the future is...
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methodman
01:25 AM on 07/01/2012
I am actually untangling what it means to untangle scientific theory and introduce actual recorded events. and build analogies out of the notions of theory and from important observers in the past with their blindness which gave rise to some creative theories. This stuff is harder than I ever dreamed of to wrap my head around and I actually am getting the patter of it the creativity follows after that and notations fall into place that give rise to notions. Infrastructure can't exist in a mind or hand and imagination until I am clear about a patter.
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GhostOfFDR
Your micro-bio is too brilliant to be approved
11:02 PM on 06/30/2012
One problem in scientific crowdsourcing is one that many people don't think of. The expense. You can easily spend half a million dollars on developing the web site and software for a complex pattern recognition problem, and easily put $100k/year on maintaining a web site serving 100k+ volunteers. In many disciplines, that kind of cash isn't easy to find.
iflew
Pro Publiae Bonae
09:26 AM on 06/30/2012
Alien lifeforms other than bacteria which have explored our planet have found the dominant form of life: It was the insect.

They are still attempting to communicate, but with slow progress.
09:43 PM on 06/29/2012
I'm sorry but what you are saying, if applied to the science of healthcare (medicine), is basically reflective of an excuse for pharmaceutical companies and capitalist interests to run roughshod over actual scientific principles. I have seen far too many scientific principles bastardized in the areas of vaccine safety and MS research. In the case of MS, the CCSVI theory is being massively discredited by neurologists and pharma and studies of this major development are purposely poorly designed. One gets the impression that a surgical solution that would replace medicines (of which there are many for MS) is very threatening. Even the emergence of these "science" blogs (which are a money making venture) seem hell bent on being biased on certain issues. We need more public scrutiny in this area of science.
01:29 AM on 07/01/2012
There are good reason for moving slowly in human clinical trials: most of them fail. Surgical trials are even harder than drug trials: it is not possible to do properly randomized double blind studies. Many extreme surgical practices of the past, like radical mastectomy, had to be removed from common practice because they did not have any survival advantage but were extremely taxing on the patients and were very morbid. There is, so far, no clinical evidence that CCSVI is actually curative, there is, however, evidence that it is very risky.

Plenty of people are waiting for a cure for plenty of diseases. That does not mean we can jeopardize patients in the search for quick fixes... most of which will turn out to be false promises.
07:22 PM on 06/29/2012
The real hay days of "citizen scientists" were in the late 18th and early 19th century. The British Museum has an absolutely amazing collection of artifacts collected by "amateurs" that were used in the early days of professional science to discover the basics of archeology, geology and biology.
ThinkCreeps
Seriously, it's time.
06:30 PM on 06/29/2012
That's true - ideas can come from anywhere, but the signal to noise you get from a trusted, known, smart 10 year old, or a genuinely learned colleague in another discipline, or a fresh-faced student, is of much greater value than what you'd get from casting for ideas in the wider sphere, which tends to snare cranks.

One example of very constructive outside thinking was the Bletchley Park codebreakers in WW2. That program gathered hundreds of narrowly- or ill- educated machine builders from around the UK. Usually from modest backgrounds, they were unrecognized telephone technicians and artisans. They were pitched together with some of the brightest mathematicians of their generation, and developed some of the most beautiful and effective examples of analog electronics, and one of the first examples of digital electronics.

Together they saved the lives of tens of thousands of sailors in the north atlantic, likely including several members of my family, traced some key developments in nightfighter technology, reducing casualties in RAF bomber command, which is timely this week, and likely saved Berlin from a nuclear attack, by shortening the war so Hitler died by his own hand rather than under Paul Tibbets's aircraft.

Chose your crowd carefully and good things can happen.
01:36 AM on 07/01/2012
You do, however, fail to mention that the heavy lifting to crack the ENIGMA system had been done by polish mathematicians and intelligence agents and that many of the actual heads of Bletchley Park were the eminent minds of their time:

http://en.wikipedia.org/wiki/List_of_people_associated_with_Bletchley_Park
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Steelsil
Warren/Grayson 2016! Yes We Can!
05:02 PM on 06/29/2012
The Republicans pioneered 'crowd sourcing' science, by putting Fundamentalist Christians and self-interested big businesses in charge of determining what 'scientific' 'facts' are.