•  ApeNo1   ( @ApeNo1@lemm.ee ) 
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    813 months ago

    Later that evening at the local tavern.

    “So then when it fails for the third time, he drinks a cup of acid, tips his hat to the crowd, and then collapses.”

    “Haha! That’s gold!”

    The tavern falls silent.

  •  anar   ( @anarchist@lemmy.ml ) 
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    3 months ago

    See, replication isn’t a problem if your entire field is vibes-based. A lot of economics papers I come across are like that (so much so that I am close to writing off the entire decipline as unscientific). The diff in the level of rigour you would see in e.g. particle physics versus in economics is baffling.

    It used to be psychology as well but I am noticing they are more than aware of their replication crisis lately. Whereas economics feels pseudoscience with a maths clothing.

    • I see the same issues also in computer science especially when looking into recent trends such as AI or blockchain/NFTs before that. There are definitely areas that are more rigorous than others but the replication crisis is a problem in many many scientific fields. If your results are not completely outlandish and don’t go against the vibe, no one will ever bother to check your results.

      • There are so many different areas of computer science though… Everything from pure mathematics (e.g ‘we found a new algorithm that does X in O(logx)’) to the absurdly specific (‘when I run the load tests with this configuration it’s faster’). The former would get published. The latter wouldn’t. And the stuff in the middle ranges the gamut from ‘here’s my new GC algorithm that performs better in benchmarks on these sample sets’ to ‘looks like programmers have fewer bugs when you constrain them with these invariants’. All the way over on the other side, NFT/Blockchain/AI announcement crap usually doesn’t even have a scientific statement to be expressed, so there’s nothing to confirm or deny. There are issues with some areas, but I’m not sure that replication is really the big one for most of these. Only one it commonly applies to IMO are productivity or bug-frequency claims which are generally hella suss

        • A field that definitely has a problem with replication is Computer Human Interaction. There are a lot of user studies in that field and you basically never see a study done twice. The setup of the studies usually doesn’t even allow it to be repeated as it hinges on some proprietary software written for that very study that is not released to the public.

  •  Frogodendron   ( @Frogodendron@beehaw.org ) 
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    3 months ago

    Well, this is extreme.

    But in all seriousness, it’s rare for someone to commit fraud on this scale, and even rarer for someone to expect fame from it.

    It’s much more common to be in a position where your grant obligations require you to publish 4 articles in a year, and the topic didn’t turn out to be as good as you initially expected, so what do you do? Just take the samples that actually worked at least barely, at least once, apply the logic of “well, it did work once, it doesn’t matter that two other replication attempts brought the catalysis efficiency twice as low, one sample is enough for a proof of concept, let’s write a whole paper based on that”, and here we have a manuscript that contains inflated data, maybe because the conditions were successful this time, or maybe because someone had previously polished platinum on the same surface that the electrode for the catalysis was polished on. Who knows? Who cares? At least you won’t starve for a year until you have to do it again.

    Not trying to justify such behaviour, just providing some sort of explanation of why this happens at least in some cases.

      • Fair. But this is an example of something egregious by all standards. Sure, we can also remember Jacques Benveniste. Or recent ivermectin fiasco. And are we considering that superconductor story from last year fraud or just negligence?

        Maybe a handful others can be found active today, but the number of those that attempted such a risk would be very small — probably several hundred bold enough to disrupt their area, virtually unnoticeable from outside perspective, and a couple dozens willing to try to act at a scale visible by popular media (well, like example you provided).

        That’s what I mean by rare. I would call these outliers in terms of scale/frequency because incidents like these were allowed to happen and did not pop out of thin air. They are not a root of the problem, but rather a byproduct of how academic publishing, financing, and recognition work as a system. The random article you would try to replicate would with a certain far-from-zero probability fail not because the authors had a grandiose idea of how to fool the academic community and gain fame, but likely tried to fit in their poor results in the publishing process that requires novelty and constant publishing regardless of the quality of research, or else they lose their position/group/lab/not gain tenure/not gain next grant/not close the report etc. And that is more problematic and brings far more distrust in science, even among academics themselves, than any vaccine- or water memory-related nonsense.

        • Yeah, I guess there are two sides to the problem here. People that do fraught on a level that is hard to perceive and those that do fraught on a grandiose level. I agree with all of your comments, especially what you say about how the harder to perceive fraught is actually more damaging to science.

          But I guess the question initially posed why some people would do these high risk frauds. Why would someone say they’ve got a working room temp/low pressure supercomputer? Why would someone say they’re able to turn anything into gold? As you say, these are just some spectacular outliers though. And some people are just in it for the short time of grandiosity and fame and don’t care about the consequences I guess?

          • I’d say yeah, I agree with you, at least in some cases that must be true. It’s so hard to imagine what must go through their heads.

            I can’t even say they aren’t doing it for science, because at times there’s such insistence that you can’t help but feel they are sincere in their beliefs (well, same applies to ‘psychics’ or ‘telepaths’, so ehh).