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Medicine

'Science Has a Nasty Photoshopping Problem' (nytimes.com) 190

Dr. Bik is a microbiologist who has worked at Stanford University and for the Dutch National Institute for Health who is "blessed" with "what I'm told is a better-than-average ability to spot repeating patterns," according to their new Op-Ed in the New York Times.

In 2014 they'd spotted the same photo "being used in two different papers to represent results from three entirely different experiments...." Although this was eight years ago, I distinctly recall how angry it made me. This was cheating, pure and simple. By editing an image to produce a desired result, a scientist can manufacture proof for a favored hypothesis, or create a signal out of noise. Scientists must rely on and build on one another's work. Cheating is a transgression against everything that science should be. If scientific papers contain errors or — much worse — fraudulent data and fabricated imagery, other researchers are likely to waste time and grant money chasing theories based on made-up results.....

But were those duplicated images just an isolated case? With little clue about how big this would get, I began searching for suspicious figures in biomedical journals.... By day I went to my job in a lab at Stanford University, but I was soon spending every evening and most weekends looking for suspicious images. In 2016, I published an analysis of 20,621 peer-reviewed papers, discovering problematic images in no fewer than one in 25. Half of these appeared to have been manipulated deliberately — rotated, flipped, stretched or otherwise photoshopped. With a sense of unease about how much bad science might be in journals, I quit my full-time job in 2019 so that I could devote myself to finding and reporting more cases of scientific fraud.

Using my pattern-matching eyes and lots of caffeine, I have analyzed more than 100,000 papers since 2014 and found apparent image duplication in 4,800 and similar evidence of error, cheating or other ethical problems in an additional 1,700. I've reported 2,500 of these to their journals' editors and — after learning the hard way that journals often do not respond to these cases — posted many of those papers along with 3,500 more to PubPeer, a website where scientific literature is discussed in public....

Unfortunately, many scientific journals and academic institutions are slow to respond to evidence of image manipulation — if they take action at all. So far, my work has resulted in 956 corrections and 923 retractions, but a majority of the papers I have reported to the journals remain unaddressed.

Manipulated images "raise questions about an entire line of research, which means potentially millions of dollars of wasted grant money and years of false hope for patients." Part of the problem is that despite "peer review" at scientific journals, "peer review is unpaid and undervalued, and the system is based on a trusting, non-adversarial relationship. Peer review is not set up to detect fraud."

But there's other problems. Most of my fellow detectives remain anonymous, operating under pseudonyms such as Smut Clyde or Cheshire. Criticizing other scientists' work is often not well received, and concerns about negative career consequences can prevent scientists from speaking out. Image problems I have reported under my full name have resulted in hateful messages, angry videos on social media sites and two lawsuit threats....

Things could be about to get even worse. Artificial intelligence might help detect duplicated data in research, but it can also be used to generate fake data. It is easy nowadays to produce fabricated photos or videos of events that never happened, and A.I.-generated images might have already started to poison the scientific literature. As A.I. technology develops, it will become significantly harder to distinguish fake from real.

Science needs to get serious about research fraud.

Among their proposed solutions? "Journals should pay the data detectives who find fatal errors or misconduct in published papers, similar to how tech companies pay bounties to computer security experts who find bugs in software."
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'Science Has a Nasty Photoshopping Problem'

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  • by Bruce66423 ( 1678196 ) on Sunday October 30, 2022 @08:09PM (#63011345)

    It's sad that the pressure to publish leads to this sort of behaviour. Unfortunately at the moment the incentives are to cut corners to get on the career ladder and to keep climbing. We need to see people very publicly shamed when things like this come out; if the first name on the paper always got a public rap on the knuckles, perhaps this would deter senior researchers from grabbing the credit for their juniors' work. And if publishers just ran the images in a new paper against internet's images, we might get a few more caught.

    The problem of course is the same as for any whistleblower in terms of reporting abuse in your lab, except your status as a junior researcher makes your position even more fragile. But overall this is part of a general collapse in moral standards on all sides; we need to admit there is a problem in society that makes this sort of behaviour somewhat acceptable.

    • by jenningsthecat ( 1525947 ) on Sunday October 30, 2022 @09:08PM (#63011451)

      It's sad that the pressure to publish leads to this sort of behaviour.

      Yeah, I came here prepared to post a comment titled Abolish the 'Publish or Perish' tradition. But I'm at a loss to suggest how we might get governments and corporations to fund scientists to simply investigate and follow clues with no expectation of "results" - whatever that term means at any given time and in any given context.

      I guess an early step in that direction might be re-calibrating our standards of usefulness to include null and negative results, which are valuable in eliminating unpromising avenues of investigation. As it stands, these are considered useless and are covered up, lest funding be withdrawn and careers ended.

      • by sfcat ( 872532 ) on Sunday October 30, 2022 @09:29PM (#63011475)

        But I'm at a loss to suggest how we might get governments and corporations to fund scientists

        It is called a tort in legalese. Basically, if a scientist gets caught, the institution they work for (or whoever funded them for more complex research funding) pays a fine. The longer the time between publishing and getting caught, the bigger the fine. Also the bigger the false claim, the bigger the fine. Some part of the value of the fine goes to whoever caught the problem 1st. The rest goes to pay for peer review or possibly the original funder of the research. Its like in 3rd grade when the teacher punished everyone else instead of the student who misbehaved. That kid never did it again, did they.

        • I don't think this will work, corporations will simply force scientists to sign some kind of waiver to say they are not responsible. E.g. they will be contractors not employees. In the end I think you will just get richer lawyers, and higher costs: Look how risky research is we need to pass that onto our customers.

          I think this type of behavior is trained into us from at least school age. I remember doing science experiments in school, and when the results didn't match I would adjust them to be more "correct

      • by aberglas ( 991072 ) on Sunday October 30, 2022 @09:33PM (#63011481)

        Senior Virologists have managed to stifle all debate about the Origin of Covid. Nothing supporting a Lab Leak ever gets published, while very weak articles supporting a natural origin do.

        Whatever the ultimate truth, there is considerable scholarly analysis on both sides of the debate, and both should be heard.

        Senior virologists do not want the Lab Leak discussed because it could lead to restrictions on their Gain of Function experiments.

        The censorship has been quite chilling, and for me, surprising.

        • by ShanghaiBill ( 739463 ) on Sunday October 30, 2022 @11:51PM (#63011581)

          Senior Virologists have managed to stifle all debate about the Origin of Covid.

          Yes, they did. They not only suppressed scientific debate about the possible lab leak but even managed to stifle public debate by labeling it as a "fringe theory" that was censored on social media.

          This was a shocking overreach of censorship, a sharp rebuke to those who said it would never happen, and a great opportunity for those of us who warned of a slippery slope to say, "We told you so."

          To be fair, the stifling has stopped, Facebook has apologized for suppressing the discussion, and scientific journals are now accepting evidence of man-made Covid.

          Facebook lifts ban on claims of man-made Covid [theguardian.com]

          • and scientific journals are now accepting evidence of man-made Covid.

            Of which there is none. Studies have shown there is no correlation between the samples [cnn.com] of covid taken in China [deseret.com]. There were multiple strains rather than one, and they came from different locations.

            All FB has done is let the conspiracy theories rise once again. Which they need to do to keep the eyeballs rolling in for advertisers.
        • by HiThere ( 15173 )

          The available evidence does not allow that to be decided. So it's not a scientific question, it's a political question.
          P.S.: Why do you even care? The question is what should be done, not who can I blame.

      • that and governments should give extra funding for replicating studies
      • by loonycyborg ( 1262242 ) on Monday October 31, 2022 @04:39AM (#63011819)
        Idea behind 'publish or perish' is rooted in managing science like it's an industry, that is it's an attempt to set up stable pipeline that is profitable. Science doesn't work that way. But such treatment of science is consequence of economic fetishism which became dominant ideology since XIX/XX centuries. It basically results in people trying to turn everything into a "profitable" industry. Science itself isn't an industry and even not an institution, but rather a method or a worldview. This conceptual mismatch led to this situation when advancement of science is at odds with livelihood of 'scientists', that is people who work in 'science as industry' institutions. I don't think it's possible to improve things without recreating scientific institutions from the ground up to purge "industrial" misconceptions.
      • Rather than focusing on punishing those who succumb to the pressures placed upon them by the current system, why not change the pressures? Why not support our most valuable workers who are providing us with solutions & opportunities for a future we don't understand yet? Give 'em decent pay, reasonable working hours, & some kind of job security then there'll be fewer pressures on them to try to cheat.

        Re: improving the quality & efficiency of research, yes, can change that with things like pre-r
        • by jvkjvk ( 102057 )

          >Rather than focusing on punishing those who succumb to the pressures placed upon them by the current system, why not change the pressures?

          Why not do both? Certainly they are at fault. You call it succumbing to the pressures. I call it lying, cheating, and stealing money. It *should* be illegal to take money from a source and produce a fraudulent result. You wouldn't settle for that behaviour in a carpenter or auto mechanic who is fixing your breaks, would you?

          Carpenters and mechanics *also* face th

          • "The average salary for an Assistant Professor Non Tenure Track is $108,979 per year in US." [glassdoor.com]

            "College professors work anywhere from nine to 12 hours per week teaching classes, an additional 20-30 hours preparing for classes and around 10 hours a week grading, reviewing and evaluating course assignments."

            "Other studies report similar findings, with an average 53 hours per week spent on all activities"

            I don't know where you've pulled that job from but you've forgotten to include how many hours per week they spend on research. Since this discussion is about research, could you please include this information?

            BTW, the post-doc researchers I know don't make anywhere near that much money. Some can barely make ends meet. They're the ones with the most precarious working conditions & under the most pressure to publish or perish.

      • We should make replication (or falsification) sexy, because there's a shortage of it in some fields. It's good if scientists are publishing, but we should reward them for doing the work that's going undone, since that's how it gets done. Expecting people to come up with new cool shit all the time is maybe not the most realistic or desirable situation.

    • We need to see people very publicly shamed when things like this come out

      It does happen - recently the Nature paper on room temperature superconductivity at high pressures was retracted [nature.com]. But that took a huge amount of work from a few dedicated individuals determined to not let the result stand since there was strong evidence of data manipulation. But some conferences and even the institute of the main authors were quite happy to ignore the whole controversy.

    • by Corbets ( 169101 ) on Sunday October 30, 2022 @10:36PM (#63011535) Homepage

      I have very little sympathy for the pressure to publish.

      The pressure to profit exists as well, yet I could not imagine anyone defending a bank executive for cooking the books. Unethical behavior is unethical, whatever the reasons.

      • Very good point. I am thinking this is /.(scientific bias), so in a way we fall into the same trap as lawyers, bankers,.. when they defend their tribe. we are protecting ours. Still bad and we should not tolerate it. I think it is most important not to defend your tribe's transgressions if you want your tribe to have the trust of others.
    • by Potor ( 658520 )
      Ideally, scientists should be chasing curiosity, not tenure or citations.
    • It's sad that the pressure to publish leads to this sort of behaviour.

      Why does pressure to publish lead to cheating to ensure the hypothesis is correct? When did science become about being right instead of publishing a result. Even if something didn't work, it would often be a publishable result, if for no other reason than to allow other people not to repeat the same test expecting a different result. .

      • In the real world 'interesting' results get you publicity which turbo charges your career. Discover a new super conductor - tenure assured. Show that yet another mixture of metals doesn't have super conducting properties, back to the treadmill. Of course this should not be, but sadly it's true.

  • by The Evil Atheist ( 2484676 ) on Sunday October 30, 2022 @08:15PM (#63011353)
    I've mentioned her here are couple of times. Only person I sponsor on Patreon.

    It put paid to the lie that people in science get there by merit.
    • by MobyDisk ( 75490 )

      I was about to do the same, so I googled "Dr. Bik Patreon" and I found this Reddit post, which claims that Bik is a sensationalist [reddit.com]. I don't know one way or another. The only red flag I saw in this Slashdot summary is the fact that Dr. Bik doesn't like images that are "rotated, flipped, stretched or otherwise photoshopped" which makes no sense. But I assumed that was just the summary is missing context so I thought nothing of it. The reddit post cites an example where Bik's theory was disproven, but she

      • No, I don't know about that case. Personally, that Reddit post reads like the work of an unhinged person much more than anything I've read/heard from Bik.

        From what I've seen of her process, she doesn't just cry fraud at everything that seems "rotated, flipped, stretched or otherwise photoshopped". That counter-criticism sounds more like a strawman. That just makes her look further into it, like actually reading what the paper says some figure is supposed to represent. Sometimes there's a good reason for
    • It put paid to the lie that people in science get there by merit.

      Finding bad apples and cheaters does not make the statement a lie. If it did we can call every career a lie, which is just stupid on the face of it. Call out fraudsters when you do, but then don't make underlying assumptions about an entire field as a result.

      Unless you have a peer reviewed article analysing the data showing that scientists are overwhelmingly fraudsters. Do you? If not, stop peddling anti-science rhetoric.

      • Unless you have a peer reviewed article analysing the data showing that scientists are overwhelmingly fraudsters.

        Well, how would trust that study that said that? :)

  • by evanh ( 627108 ) on Sunday October 30, 2022 @08:23PM (#63011359)

    It's a fake research problem. A gaming the system problem. Duplicate photos will just be the easiest component to identify.

    • by geekmux ( 1040042 ) on Sunday October 30, 2022 @09:29PM (#63011477)

      It's a fake research problem. A gaming the system problem. Duplicate photos will just be the easiest component to identify.

      100% this.

      Complaining that this is a Photoshop problem is like bitching about the shade of black used in the swastikas plastered all over the burning church. The actual issue, is a bit more significant as you've identified.

    • by ganv ( 881057 )
      Yes, this is just the easiest thing to spot of many ways the research industry produces papers without real benefit. I have seen relatively little fraud myself, although clearly it exists. But I see a tremendous amount of carefully crafted research to be publishable with minimal effort and risk. When PIs are using these agendas, many graduate students and post-docs realize that it is just the papers that matter and not actual new understanding. This dawns on them about the time it is becoming clear th
  • by Crashmarik ( 635988 ) on Sunday October 30, 2022 @08:28PM (#63011367)

    Unfortunately scientists are people and in general not particularly better than the average person.
    What's worse is that because scientists have spent so much of their lives pursuing very narrow professional goals they can be much easier to manipulate than the average person that views their morality, family and community as the pillars of their life.

    This is why you can even see "revered" publications like Scientific American whoring themselves out for relevance
    https://www.scientificamerican... [scientificamerican.com]
    Note that doesn't say 2 genders but 2 sexes.

    • The language has changes: "Sex" is used by most publications today to describe physical biology, "Gender" is used by most to reflect social identity. And yes, there are many who deliberately confuse them, and many who spout absolute falsehoods about each of them, sheltering their nonsense behind political claims.

      • Who cares Gender? We want Sex :)

    • Unfortunately scientists are people and in general not particularly better than the average person...

      This is why you can even see "revered" publications like Scientific American whoring themselves out for relevance https://www.scientificamerican... [scientificamerican.com] Note that doesn't say 2 genders but 2 sexes.

      I agree with what you said, but I don't necessarily agree that your example is relevant. If sex according to chromosomal makeup differs from sex according genitalia, which do you use to determine sex?

      I dislike most wokeness as much as the next sensible person, but I think you might be reaching a bit here with your implication that the SA article is an example of it.

    • by Potor ( 658520 )

      Unfortunately scientists are people and in general not particularly better than the average person.

      Here I disagree, or, at least, have deep regrets. The whole idea of the scientist is to look at things dispassionately, with no aim to personal gain.

      • Unfortunately scientists are people and in general not particularly better than the average person.

        Here I disagree, or, at least, have deep regrets. The whole idea of the scientist is to look at things dispassionately, with no aim to personal gain.

        Different experiences. Of the scientists I have known maybe at best 3 out of 10 had a real calling. The rest were people looking for respectable work.

    • by serviscope_minor ( 664417 ) on Monday October 31, 2022 @05:14AM (#63011869) Journal

      What sex would you call someone who has mosaic chimerism with a set of XX and a set of XY cells all mixed up throughout their body?

      You're not a scientist, you're not a biologist, you're an idiot with an axe to grind.

      • by splutty ( 43475 )

        The fact those people exist, and for example, there are plenty of real life examples of "hermaphrodites" (a term they themselves hate..), doesn't fit the anti-woke/religious narrative, so gets happily ignored.

        • It doesn't fit the general cultural narrative in most of the modern world either, which is why sex assignment based solely on evaluation of external genitalia at birth remains a thing almost everywhere, and also why intersex surgery on infants is a commonly accepted practice [healthlaw.org]. Rather than learn to treat one another like humans regardless of whether or not we're unusual, the bulk of cultures make everyone as similar as possible, by violence if necessary.

      • Intersex.

        Since they comprise two different genetic entities in one body, their default pronouns are "they/them."

        With a mind for sensitivity toward minorities, and not appropriating for one's self those things that minorities come by honestly from their genetics and heritage, anyone who isn't a chimera who uses "they/them" as their pronouns is guilty of the most heinous form of appropriation and marginalization imaginable.

        One wonders how people appropriating "they/them" and everyone who supports them could b

  • by Comboman ( 895500 ) on Sunday October 30, 2022 @08:36PM (#63011381)

    When I was in junior high, our science textbook had a photo of the Milky Way galaxy. I asked my science teacher how it was taken. He said "with a telescope". I asked how a telescope could see the whole galaxy when we are inside it. He got a puzzled look on his face and said he'd look into it. Turns out, it was a common stock photo of the Andromeda galaxy, a spiral galaxy that (at the time) was assumed to look very similar to the Milky Way. I realize it was just a way to illustrate something that there was no actual photo of, but it always struck me as dishonest, even in something meant for children.

    • by BeaverCleaver ( 673164 ) on Sunday October 30, 2022 @08:53PM (#63011425)

      it's great that your teacher followed up on the question though! It sounds like you both learned something:-)

      We see the same problem with modern journalism. For example, any article about plastic pollution will usually have a stock image of a beach with rubbish on it, or that turtle with the straw stuck in its nose. Anything about power generation will have a stock image of some smokestacks etc. There's usually an image credit, but I think it could be made more clear that the pictures aren't pictures of the article's actual subject.

      • by Anonymouse Cowtard ( 6211666 ) on Monday October 31, 2022 @01:04AM (#63011649) Homepage

        Mismatched imagery is an old, lazy fallback. What strikes me in contemporary reporting is the constant need to include the reader (or viewer or listener) in the report.

        Shit like, "Susan was already delayed on her lunch break. How would you feel waking up after walking in front of a bus?"

        Or, "Brian had heard of crypto scams. How would you respond to this email?"

        I see it everyday now. It's like nothing can be interesting if it couldn't apply to yourself.

        Pathologically narcissistic.

        • Yes! I don't know started this meme in journalism school (journalists still GO to school don't they?) but it seems to have crept into the "serious" reporting as well as the fluff pieces. I have no objection to fluff or lifestyle articles, but their tone doesn't have to bleed over to science reporting, or stories about war.

    • The photos are data. "Simulation results" mostly in graphical form and put in quotes for obvious reasons given what we're discussing. There's been a couple of articles on Slashdot about this before.

  • No defense (Score:5, Interesting)

    by fermion ( 181285 ) on Sunday October 30, 2022 @08:44PM (#63011395) Homepage Journal
    Science is about new things. People do stuff create a data point. Others are supposed to validate the data point, use it to do their things. If other things seem to work using the data point, great. If not then that data point may be bogus or at the very least not useful.

    When it works it is wonderful. I recall finding a small article from 30 years past that let the researchers I work for build a new structure. I was in a lab where a grad student built a new molecule, and as others did it her data point became science. On the their hand, another gas student made an error in coding that lead to decade of building a theory that went no where

    The pint is that peer review means the theory, math, technique is relatively solid. And the findings are of some interest. It dies not mean the finding has validity or are in any sense reflective of a general reality. This is not the pope imposing his will on creation. These are humble being trying to eek out clues of creation

    It has been wildly successful. What we know is as we move from physical science to life science to the pseudo science of medicine and human society, the rigor becomes less prominent. Partially because isolating variables become harder, but also because the temptation for fraud is greater.

    • No mod points today, but thumbs up anyway.

    • The pint is that peer review means the theory, math, technique is relatively solid.

      I'd argue it's a bit weaker than that. It's generally at the point where it means it's worth a scientist in the field taking a look to see if there's something worth looking at more deeply. Probably not obviously junk.

  • by gweihir ( 88907 ) on Sunday October 30, 2022 @08:44PM (#63011397)

    And people that do honest scientific work get punished. My own PhD took about a year longer because some cheater published data and an approach that was deeply flawed. I could only continue my work after all of the authors (minus the cheater) basically published a retraction a year later. The really sad thing is that I spotted all the flaws within about 20 minutes of getting the paper but then was unable to convince my prof of what was happening. He only saw the "reputable" conference and the other names on the paper and then his mind was shut. Of course, I never got an apology or anything like it. Now, I was lucky that enough people spotted the deception and complained to those authors. Without that retraction I would likely have not gotten that PhD. But I know of people that were not so lucky.

    With incentives like that, is it any surprise people are cheating? And those 5% out of 100'000 papers are just the ones cheating by edition images. There will be tons of falsified data, manufactured date, and sometimes even manufactured references in there. It is, yet again, a case of 10-20% assholes messing it up for everybody.

    • That doesn't sound like a science problem as much as you worked for a toxic professor. Sorry to hear about your tribulations but happy that it worked out in the end. Nothing is quite as demoralising as being held back for no reason.

      • by gweihir ( 88907 )

        Thanks. The prof was reasonably non-toxic. But there was a cretin "senior researcher" in the picture with a level of actual understanding that was exceptionally low and a huge ego.

        There is a science problem here though: That paper got accepted. That should never have happened. And the retraction should have cost the first author his PhD because that was his core contribution. That has not happened. Yes, I get that his funding was running out and he had to have something, but publishing cleverly disguised li

  • by bloodhawk ( 813939 ) on Sunday October 30, 2022 @09:04PM (#63011443)
    The only question I have is how critical were the photos to the evidence? were they evidence themselves or just used for illustration purposes, I reuse a lot of images myself to save time but the photos are only to demonstrate or explain not part of the evidence.
  • It would be interesting to see the areas of research affected and what position or claims were made in these frauds.

  • to dispense of the journals to publish. Why do we have to pay these fat hogs if they can't even do their own job?
  • Photoshop a graph? Come on, at least put in the effort to generate the data you want to see. Use the ideal formula to generate the graph. Add some frequency shaped noise. Skew it a bit so you can add "additional research is needed to analyse the small deviation".
  • Do not report science stories until they are replicated.
    Especially dodgy psychology stories
    • The problem for journalism is the same as for scientists - publish or perish. With journalists however the requirement is to publish far more often, and not to be left having failed to report the latest 'news'. Therefore to ask a journalist to ignore an interesting science story because it hasn't been confirmed is a VERY hard call because they know if they don't report it, some other paper / site / station will, and they will be in trouble with their boss.

  • What Publish or Perish means, is that by challenging published papers, you are challenging the continued employment of some people.

    Paraphrase a saying, it is very difficult to get someone to understand a thing when his continued employment depended on him not understanding it. It is of no surprise that few took action when the problem was exposed.

    To make people act, you need to make it so that their continued employment depends on dealing with this problem, preferably properly rather than sweeping it under

  • by bradley13 ( 1118935 ) on Monday October 31, 2022 @05:45AM (#63011893) Homepage

    A lot of this is a failure of peer review. Photoshopped images ought to be caught by the reviewers. So should fudged data. Too often reviewers just assume the authors are telling the truth, and pick on the presentation and the references. Reviewers need to be just that bit skeptical, and keep an eye open for cheating.

    All raw data, source code, and everything else needed for verification and full replication must be made public, along with the paper.

    This is also where independent replication needs to be funded and encouraged.

  • When the imperative is to publish to sustain funding or maintain employment and quantity trumps quality this result should come as no surprise. (I have long time friends in academia and have just a hint of how vicious this can get). But wait, there is more. Not only is there a photoshop problem but more seriously there is a fake data problem. More than a few research papers cannot be reproduced by others carefully following the described methodologies in the paper. So photoshop is just one part of the fake

  • I got my degree before plagiarism via the internet was a thing but I believe it is common or routine for student assignments in college to be processed with plagiarism detection software when it is turned in. How is this not a thing for research papers? Or even authors of regular books? Maybe it is a narrower problem to solve to detect when a student has copied wikipedia but this image problem does seem like it might have been detected via a reverse image search.

  • You think image reuse is a problem? Wait until you get a load of image generation.

    In the mean time, kids, make sure to flip or rotate the image you're borrowing :)

  • Science as is known to history and physicists has largely broken down. Most disciplines are now faith-based. Papers get published because they confirm our ideas of what's right. None of the normal checks and balances are used anymore. It's a priesthood of debt slaves all trying to maintain the illusion.

  • by reanjr ( 588767 ) on Monday October 31, 2022 @08:20AM (#63012051) Homepage

    As soon as scientists started publishing the results of "big data" analysis, science's death knell rung out. Rather than form hypotheses and develop rational tests, we now just feed more data into a computer until it starts to see patterns where none exist. It's the computer age equivalent of numerology. If you keep throwing in new numbers, eventually you will start to find relationships.

    • Has a great discussion of this problem. The answer in the medical research community has been the requirement to register tests and what they are looking for to prevent such data mining. It's certainly a partial solution. But beyond medicine, where the profits are obvious and so have attracted attention, where the benefit is in terms of tenure / status it's hard to prevent. Add in the honest mistake, where the data did actually point to the conclusion in the test conducted, and it gets very hard to adequate

  • A small percentage of people are cheating. No matter what group you are talking about, that contingent will always be present. The fact that it's in medical research is only of minor interest. Before I read the article, if I was asked to bet on it, I would have put nearly all of my money on, "some people are cheating."

  • >Using my pattern-matching eyes and lots of caffeine, I have analyzed more than 100,000 papers since 2014 and found apparent image duplication in 4,800 and similar evidence of error, cheating or other ethical problems in an additional 1,700. I've reported 2,500 of these to their journals' editors and — after learning the hard way that journals often do not respond to these cases — posted many of those papers along with 3,500 more to PubPeer, a website where scientific literature is discussed

  • Back in the seventies, I read, about 70% of professors were tenured. Now it's under 30%, and indentured servants, er, grad student T/As are *finally* beginning to unionize because they're underpaid... and have zero guarantee of a job next year.

    But you have to publish or perish. Never mind if you're a wonderful teacher, and your students rate you that way regularly (and not because you're an 'easy grader').

    Meanwhile, in the US at least, the coaches get millions. And tuition keeps going up. And the products o

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