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talyarkoni's profile
Tal Yarkoni
Tal Yarkoni
Tal Yarkoni
@talyarkoni

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Tal Yarkoni

@talyarkoni

academic dilettante; psychological apologist; UT-Austin prof. I like ice cream, Python, and research methods. probably in that order.

talyarkoni.org
Joined October 2009

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    1. Stephan Heunis‏ @fmrwhy Jan 6
      Replying to @INM7_ISN @RemiGau and

      Agreed. As some mentioned in other parts of this thread, i think the key would be to start small. Maybe category checks, with each check requiring some section in an appendix. Many ways to skin a cat, as long as we start doing something.

      1 reply 0 retweets 6 likes
    2. Remi Gau‏ @RemiGau Jan 6
      Replying to @fmrwhy @INM7_ISN and

      Yeah I think that each journal should sort of be able how much they require though I suspect some items would be non-negotiable.

      1 reply 0 retweets 2 likes
    3. Hannimal  🇪🇺 🇬🇧 🏳️‍🌈‏ @hisotalus Jan 6
      Replying to @RemiGau @fmrwhy and

      Some. but for almost everything there is an obscure exception that is impossible to anticipate.

      1 reply 0 retweets 2 likes
    4. Remi Gau‏ @RemiGau Jan 6
      Replying to @hisotalus @fmrwhy and

      Yeah sure. But I am talking about things like. How many subjects? What was the voxel size? What software? What version?

      2 replies 0 retweets 4 likes
    5. Jeanette Mumford‏ @mumbrainstats Jan 6
      Replying to @RemiGau @hisotalus and

      If this was to be done there would need to be clear consequences. I imagine telling authors they forgot something on each of 2-3 rounds of review and it gets ignored and still passes review. Maybe score the importance of each item and they need to score above a certain level.

      1 reply 0 retweets 5 likes
    6. Tal Yarkoni‏ @talyarkoni Jan 6
      Replying to @mumbrainstats @RemiGau and

      a simple policy is that you have to answer every item or the paper doesn't get sent out fo or review. you can say "not applicable" for any question if you like; then you're on the record and the reviewers can evaluate your answers.

      3 replies 0 retweets 9 likes
    7. Russ Poldrack‏Verified account @russpoldrack Jan 6
      Replying to @talyarkoni @mumbrainstats and

      similar to the @NatureNeuro model...

      2 replies 0 retweets 3 likes
    8. Tal Yarkoni‏ @talyarkoni Jan 6
      Replying to @russpoldrack @mumbrainstats and

      yes. though the process would be more effective if reviewers and editors didn't treat it as just a formality. but for that, one would probably need to either pay reviewers or otherwise incentive good review, and that's probably not consistent with most prevailing business models

      4 replies 0 retweets 6 likes
    9. Chris Gorgolewski‏ @chrisgorgo Jan 6
      Replying to @talyarkoni @russpoldrack and

      What about monetary bounties for finding statistical or reporting issues in published papers? Like bounties for fining security issues in software.

      5 replies 1 retweet 12 likes
    10. Tal Yarkoni‏ @talyarkoni Jan 6
      Replying to @chrisgorgo @russpoldrack and

      oh, but that would be *mean*!

      1 reply 0 retweets 8 likes
      Tal Yarkoni‏ @talyarkoni Jan 6
      Replying to @talyarkoni @russpoldrack and

      but in all seriousness, I think the idea of a non-profit institute that basically employs people full-time to find errors in the published literature is an excellent one.

      12:11 PM - 6 Jan 2019
      • 10 Retweets
      • 50 Likes
      • SalvatoreMAglioti Smug Misha 🎯 Brent W. Roberts Stephan Guyenet, PhD Stephan Heunis Enrico Glerean Remi Gau João Pinto Tobias Mühlmeister
      8 replies 10 retweets 50 likes
        1. New conversation
        2. Chris Gorgolewski‏ @chrisgorgo Jan 6
          Replying to @talyarkoni @russpoldrack and

          Great! All that remains is for someone to pay for it...

          2 replies 0 retweets 2 likes
        3. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @chrisgorgo @russpoldrack and

          the irony is that funding such a thing would cost a tiny fraction of what we all currently pay publishers for essentially no value. I think the fact that we *don't* already have such institutions everywhere kind of gives away where our values really lie

          2 replies 1 retweet 22 likes
        4. Chris Gorgolewski‏ @chrisgorgo Jan 6
          Replying to @talyarkoni @russpoldrack and

          BREAKING NEWS: I just got a call from Elsevier. If Tal's tweet above gets 100 likes Elsevier will quit the publishing business and pivot to manufacturing and selling canned fish.

          1 reply 1 retweet 18 likes
        5. practiCal fMRI‏ @practiCalfMRI Jan 6
          Replying to @chrisgorgo @talyarkoni and

          What sort of canned fish? Something sustainable like sardines, I hope.

          1 reply 0 retweets 2 likes
        6. Chris Gorgolewski‏ @chrisgorgo Jan 6
          Replying to @practiCalfMRI @talyarkoni and

          Carp.

          4 replies 0 retweets 2 likes
        7. Remi Gau‏ @RemiGau Jan 6
          Replying to @chrisgorgo @practiCalfMRI and

          Well given we were talking about MRI, salmon might make more sense, no?

          1 reply 0 retweets 6 likes
        8. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @RemiGau @practiCalfMRI and

          I think @whatthecarp may want a word with you

          1 reply 0 retweets 2 likes
        9. Remi Gau‏ @RemiGau Jan 6
          Replying to @talyarkoni @practiCalfMRI and

          Ok. I will admit that this one flew over my head...

          1 reply 0 retweets 1 like
        10. 4 more replies
        1. New conversation
        2. Simon Eickhoff‏ @INM7_ISN Jan 6
          Replying to @talyarkoni @russpoldrack and

          This will can go downhill many ways - Who selects papers to check (all clearly impossible) - Who decides b/w "not optimal" and "error"? - Consequences? How about public shaming (-> breaking ECR = pruning) - Legal action if people feel misjudgment ruined their hire/tenure

          1 reply 0 retweets 2 likes
        3. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @INM7_ISN @russpoldrack and

          I'm not a fan of "it could conceivably go wrong, so we shouldn't do it" reasoning. here are direct analogs of your questions: * who decides what gets published? * who decides what's good enough to publish? * what about people winning praise and adulation for shitty work?

          3 replies 0 retweets 7 likes
        4. Simon Eickhoff‏ @INM7_ISN Jan 6
          Replying to @talyarkoni @russpoldrack and

          Just love to be the advocates diaboli ;-) More serious, big differences: There are many journals & alternatives for publishing. People getting praise for bad, high-IF work doesn't directly hurt you. A "science police" would be a unique power directly impacting lives

          2 replies 0 retweets 1 like
        5. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @INM7_ISN @russpoldrack and

          you must be joking. people getting praise for bad, high-IF work hurts *everyone*. it lowers the quality of science both by shaping the kind of work people strive to publish, and by actively rewarding (with jobs!) people who do bad work.

          3 replies 1 retweet 21 likes
        6. Simon Eickhoff‏ @INM7_ISN Jan 6
          Replying to @talyarkoni @russpoldrack and

          Yet, but it's bad in a more general way (as you mentioned) not targeting a specific person. Imagine an ECR being caught by the "science police" for a stupid mistake and publicly called out in the sake of openness. Given current levels of competition, that person is done

          2 replies 0 retweets 1 like
        7. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @INM7_ISN @russpoldrack and

          that sounds suspiciously like being an ECR who lucked into an undeserved publication in a high-IF journal, and screwed someone else who does better work out of a job. if your point is that life is unfair, I agree.

          2 replies 0 retweets 1 like
        8. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @talyarkoni @INM7_ISN and

          if you have some constructive ideas about how one is supposed to criticize specific papers without "targeting" the specific findings in those papers, I would love to hear them. otherwise you're just endorsing a system that incentivizes people to cut corners when producing papers.

          2 replies 0 retweets 1 like
        9. Simon Eickhoff‏ @INM7_ISN Jan 6
          Replying to @talyarkoni @russpoldrack and

          1) Differentiate mistake vs. error vs. QRP vs. fraud 2) Not fraud: communicate w/ authors 2.1) Give chance for a correction (which should be seen as positive) 2.2) Disagree whether error/QRP: publish views side-by-side 3) Last resort / fraud: public Boring but effective & fair

          1 reply 0 retweets 6 likes
        10. 30 more replies
        1. New conversation
        2. Russ Poldrack‏Verified account @russpoldrack Jan 6
          Replying to @talyarkoni @mumbrainstats and

          The question is what they do when they are found...

          2 replies 0 retweets 2 likes
        3. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @russpoldrack @mumbrainstats and

          you publicly document the problems and their consequences—just like we do with bugs in open-source software. how seriously a scientific community then takes those public bug reports is a pretty good indication of how much you should trust its science.

          1 reply 0 retweets 6 likes
        4. Dan Dillon‏ @DanielGDillon Jan 6
          Replying to @talyarkoni @russpoldrack and

          It would be great if all of this could be crowdsourced somehow. Might help with another weakness of the current system: Wild inconsistencies among the (tiny sample) of reviewers.

          2 replies 0 retweets 1 like
        5. Tal Yarkoni‏ @talyarkoni Jan 6
          Replying to @DanielGDillon @russpoldrack and

          it could be; see e.g., the papers summarized in https://www.frontiersin.org/articles/10.3389/fncom.2012.00094/full … the problem is that almost everyone (certainly including me) is more interested in being clever and pointing out all of the problems than in actually building such platforms

          1 reply 0 retweets 5 likes
        6. Dan Dillon‏ @DanielGDillon Jan 6
          Replying to @talyarkoni @russpoldrack and

          Well until 10 minutes ago I was content to just benefit from everything you, RP, CG and others have been doing in this space without making a peep so you’re way ahead of me:) Thanks for the link, looks very worthwhile!

          0 replies 0 retweets 2 likes
        7. End of conversation

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