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by Dan Quintana
Methodology, scientific life, and bad language. Co-hosted by Dr. Dan Quintana (University of Oslo) and Dr. James Heathers (Cipher Skin)
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We're back! After a long break, we catch up on why it's been so long: Dan's promotion and James's new venture capital gig at Helena where he can argue about science for a living. Then it's on to how much meta-science has changed in the past six months. Dan talks about using MetaCheck and local LLMs to find out whether shared materials on OSF actually get downloaded (mostly yes) and James argues that reanalysing public data is now so cheap it barely counts as a paper. We also get into why real human data is gaining value, how to disclose AI use (Disclosure: AI was used to help create these notes, based on the recording), and why open-weight models at "temperature zero" make reproducibility of LMM output easier. We also cover the worry about outsourcing thinking, what LLMs mean for grants, and why data provenance is going to matter. Other links Helena The metacheck R package Dan's OSF downloads preprint Ollama for local LLM use The OpenAlex scholarly database
We discuss how living meta‑analyses—meta‑analyses that are continuously updated as new studies appear—can cut research waste and keep evidence current. We also chat about how using synthetic research participants is a terrible idea. Links * The BMJ Christmas special paper on how recent is "recent" (https://www.bmj.com/content/391/bmj-2025-086941) * The synthetic panel (https://www.qualtrics.com/support/survey-platform/distributions-module/synthetic-panels/) service * The paper (https://doi.org/10.1016/j.psyneuen.2025.107713) describing a living meta-analysis platform for oxytocin research * A preprint commentary (https://doi.org/10.31234/osf.io/udexg_v1) on living meta-analysis Social media links - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social)
We discuss whether preprint servers and journals should require author identity verification for submitting manuscripts. This would probably speed up the submission process, but is this worth the potential downsides? We also discuss the similarities and differences between academia and professional sports and a weird case of author identity theft. Other links * The BJKS podcast https://bjks.buzzsprout.com Social media links - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social)
Dan and James chat about a a new 'pop-up journal' concept for addressing specific research questions. They also answer a listener question from a journal grammar editor and discuss a new PNAS article on paper mills Links * The pop-up journal (https://popupjournal.com) * The episode (https://everythinghertz.com/58) where Dan's wife went into labor * The PNAS paper mill paper (https://www.pnas.org/doi/10.1073/pnas.2420092122) * A blog post (https://reeserichardson.blog/2025/08/04/a-do-or-die-moment-for-the-scientific-enterprise/) from the PNAS paper lead author, Reese Richardson. * The Nature piece (https://www.nature.com/articles/d41586-025-02446-5) on the paper Social media links - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social) Citation Quintana, D. S., & Heathers, J. (2025, August 7). 193: The pop-up journal, Everything Hertz [Audio podcast], DOI: 10.17605/OSF.IO/2ZMQ7
Dan and James answer listener questions on outsourcing in academia and differences in research culture between academic institutions and commercial institutions. Social media links - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social) Citation Quintana, D. S., & Heathers, J. (2025, July 1). 192: Outsourcing in academia, Everything Hertz [Audio podcast], DOI: 10.17605/OSF.IO/3MC2R
James and Dan discuss James' newly funded 'Medical Evidence Project', whose goal is to find questionable medical evidence that is contaminating treatment guidelines. Links * James' blog post (https://jamesclaims.substack.com/p/how-should-we-fund-scientific-error) from last year * The carthorse child blog post (https://medium.com/hackernoon/introducing-sprite-and-the-case-of-the-carthorse-child-58683c2bfeb) * The blog post (https://jamesclaims.substack.com/p/introducing-the-medical-evidence) announcing the project * A write up in Nature (https://www.nature.com/articles/d41586-025-01739-z?utm_source=bluesky&utm_medium=social&utm_campaign=nature&linkId=14776408) about the project Other links - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social) Citation Quintana, D. S., & Heathers, J. (2025, June 4). 191: Cleaning up contaminated medical treatment guidelines Everything Hertz [Audio podcast], DOI: 10.17605/OSF.IO/537BN
We chat about two new studies that took different approaches for evaluating the impact of paying reviewers on peer review speed and quality. Links * James' 450 movement proposal (https://jamesheathers.medium.com/the-450-movement-1f86132a29bd) * The paper (https://journals.lww.com/ccmjournal/fulltext/9900/effect_of_monetary_incentives_on_peer_review.488.aspx) from Critical Care Medicine * The preprint (https://www.biorxiv.org/content/10.1101/2025.03.18.644032v1) from Biology Open Other links - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social) Citation Quintana, D. S., & Heathers, J. (2025, April 2). 190: What happens when you pay reviewers?, Everything Hertz [Audio podcast], DOI: 10.17605/OSF.IO/PHQ2K
Dan and James discuss a recent piece that proposes a post-publication review process, which is triggered by citation counts. They also cover how an almetrics trigger could be alternatively used for a more immediate post-publication critique. Links * The Chonicle piece (https://www.chronicle.com/article/social-science-is-broken-heres-how-to-fix-it?sra=true) by Andrew Gelman and Andrew King [Free to read with email registration] * The paper (https://psycnet.apa.org/fulltext/2022-14587-001.html) by Peder Isager and collegues on how to decide what papers we should replicate. Here is the preprint (https://files.de-1.osf.io/v1/resources/2gurz/providers/osfstorage/5f4f4314a392b9002f1d9576?action=download&direct&version=2). * The ERROR project (https://error.reviews/about/) Other links Everything Hertz on Bluesky - Dan on Bluesky (https://bsky.app/profile/dsquintana.bsky.social) - James on Bluesky (https://bsky.app/profile/jamesheathers.bsky.social) - Everything Hertz on Bluesky (https://bsky.app/profile/hertzpodcast.bsky.social) Citation Quintana, D. S., & Heathers, J. (2025, Mar 2). 189: Crit me baby, one more time, Everything Hertz [Audio podcast], DOI: 10.17605/OSF.IO/3X5UR
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Methodology, scientific life, and bad language. Co-hosted by Dr. Dan Quintana (University of Oslo) and Dr. James Heathers (Cipher Skin)
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