Hacker News
- Sloppy Use of Machine Learning Is Causing a ‘Reproducibility Crisis’ in Science https://www.wired.com/story/machine-learning-reproducibility-crisis/ 4 comments
- The reproducibility crisis and other problems in science: John Ioannidis [video] https://www.youtube.com/watch?v=vY9mGJQFdyE 43 comments
- Could machine learning fuel another reproducibility crisis in science? https://www.nature.com/articles/d41586-022-02035-w 2 comments
- Leakage and the reproducibility crisis in ML-based science https://reproducible.cs.princeton.edu/ 37 comments
- Sloppy Use of Machine Learning Is Causing a ‘Reproducibility Crisis’ in Science https://www.wired.com/story/machine-learning-reproducibility-crisis/ 122 comments worldnews
- Sloppy Use of Machine Learning Is Causing a ‘Reproducibility Crisis’ in Science https://www.wired.com/story/machine-learning-reproducibility-crisis/ 31 comments technews
- No raw data, no science: another possible source of the reproducibility crisis https://molecularbrain.biomedcentral.com/articles/10.1186/s13041-020-0552-2 14 comments science
- Science is facing a "reproducibility crisis" where more than two-thirds of researchers have tried and failed to reproduce another scientist's experiments https://www.bbc.com/news/science-environment-39054778 3 comments science
- Opinion: Is science really facing a reproducibility crisis, and do we need it to? [open source] https://www.pnas.org/content/pnas/115/11/2628.full.pdf 3 comments science
- Science has a reproducibility crisis on its hands, and biomedical researchers believe the infamous “publish or perish” research culture is behind it. Over 70% could not reproduce another scientist’s experiment. More than 62% attributed irreproducibility in science to “publish or perish” culture. https://www.technologynetworks.com/tn/news/scientists-blame-publish-or-perish-culture-for-reproducibility-crisis-395293 287 comments science
- U of I Study Finds Scientific Reproducibility Does Not Equate to Scientific Truth. Researchers have found the results of many well-known science experiments cannot be reproduced, an issue referred to as a “replication crisis.” https://www.uidaho.edu/news/news-articles/news-releases/2019-may/051519-scientificreproducibility 9 comments science