web02.fireside.fm Thu, 16 Apr 2026 15:03:42 -0500 Fireside (https://fireside.fm) Two Psychologists Four Beers - Episodes Tagged with “$50” https://www.fourbeers.com/tags/$50 Wed, 29 Mar 2023 08:30:00 -0400 Two psychologists endeavor to drink four beers while discussing news and controversies in science, academia, and beyond. en-us episodic Yoel Inbar, Michael Inzlicht, and Alexa Tullett Two psychologists endeavor to drink four beers while discussing news and controversies in science, academia, and beyond. yes psychology, beer, academia, science, controversy Yoel Inbar, Michael Inzlicht, and Alexa Tullett fourbeerspod@gmail.com Episode 104: Quantifying the Narrative of Replicable Science https://www.fourbeers.com/104 a9dfd54b-2d5f-414c-9a7b-e95818252569 Wed, 29 Mar 2023 08:30:00 -0400 Yoel Inbar, Michael Inzlicht, and Alexa Tullett 104 Quantifying the Narrative of Replicable Science full Yoel Inbar, Michael Inzlicht, and Alexa Tullett Yoel and Alexa discuss a recent paper that aims to estimate the replicability of psychology as a discipline by analyzing the words used to describe studies. After a deep dive into the nuts and bolts of the methodology they discuss the factors that make for the most (and least) replicable science. 1:09:18 yes Yoel and Alexa discuss a recent paper that takes a machine learning approach to estimating the replicability of psychology as a discipline. The researchers' investigation begins with a training process, in which an artificial intelligence model identifies ways that textual descriptions differ for studies that pass versus fail manual replication tests. This model is then applied to a set of 14,126 papers published in six well-known psychology journals over the past 20 years, picking up on the textual markers that it now recognizes as signals of replicable findings. In a mysterious twist, these markers remain hidden in the black box of the algorithm. However, the researchers hand-examine a few markers of their own, testing whether things like subfield, author expertise, and media interest are associated with the replicability of findings. And, as if machine learning models weren't juicy enough, Yoel trolls Alexa with an intro topic hand-selected to infuriate her. artificial intelligence, NFTs, replicability, experiments, $50,000 conversations Yoel and Alexa discuss a recent paper that takes a machine learning approach to estimating the replicability of psychology as a discipline. The researchers' investigation begins with a training process, in which an artificial intelligence model identifies ways that textual descriptions differ for studies that pass versus fail manual replication tests. This model is then applied to a set of 14,126 papers published in six well-known psychology journals over the past 20 years, picking up on the textual markers that it now recognizes as signals of replicable findings. In a mysterious twist, these markers remain hidden in the black box of the algorithm. However, the researchers hand-examine a few markers of their own, testing whether things like subfield, author expertise, and media interest are associated with the replicability of findings. And, as if machine learning models weren't juicy enough, Yoel trolls Alexa with an intro topic hand-selected to infuriate her.

Links:

]]> Yoel and Alexa discuss a recent paper that takes a machine learning approach to estimating the replicability of psychology as a discipline. The researchers' investigation begins with a training process, in which an artificial intelligence model identifies ways that textual descriptions differ for studies that pass versus fail manual replication tests. This model is then applied to a set of 14,126 papers published in six well-known psychology journals over the past 20 years, picking up on the textual markers that it now recognizes as signals of replicable findings. In a mysterious twist, these markers remain hidden in the black box of the algorithm. However, the researchers hand-examine a few markers of their own, testing whether things like subfield, author expertise, and media interest are associated with the replicability of findings. And, as if machine learning models weren't juicy enough, Yoel trolls Alexa with an intro topic hand-selected to infuriate her.

Links:

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