Results 21 to 30 of about 2,089,944 (391)
Challenges with Reproducibility [PDF]
ISBN:978-1-4503-5060 ...
Bajpai, Vaibhav+5 more
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TorchMetrics - Measuring Reproducibility in PyTorch
A main problem with reproducing machine learning publications is the variance of metric implementations across papers. A lack of standardization leads to different behavior in mechanisms such as checkpointing, learning rate schedulers or early stopping ...
N. Detlefsen+9 more
semanticscholar +1 more source
From grassroots to global: A blueprint for building a reproducibility network.
Researchers, institutions, funders, and publishers are considering how to improve research culture and quality, but no single part of the research ecosystem can effect change on its own. The UK Reproducibility Network (UKRN) was established to facilitate
UK Reproducibility Network Steering Committee
doaj +1 more source
Science advances on a foundation of trusted discoveries. Reproducing an experiment is one important approach that scientists use to gain confidence in their conclusions. Recently, the scientific community was shaken by reports that a troubling proportion of peer-reviewed preclinical studies are not reproducible.
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The reproducibility problem in science is a familiar issue, not only within the scientific community, but with the general public as well. Recent developments in social psychology (such as fraudulent research by D. Stapel) and cell biology (the Amgen Inc.
uploaded via Dissemin, Stuart Buck
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Systematizing Effective Practice, Embedding It in Standard Practice
Academia uses methods and techniques that are cutting edge and constantly evolving, while the underlying cultures and working practices remain rooted in the 19th-century model of the independent scientist.
The UK Reproducibility Network Steering Group
doaj +1 more source
Reliability of Ultrasound Measurements of the Lumbar Multifidus and Transversus Abdominis Muscles during Lying and Unstable Sitting Positions in Individuals With and Without Chronic Low Back Pain [PDF]
Background: The reliability studies are limited to support ultrasound usage during dynamic conditions; for example, unstable sitting position. Objective: This study aims to examine the reliability of ultrasound measurements of the lumbar multifidus and ...
Ali Bozorgmehr+5 more
doaj +1 more source
Credibility and Reproducibility [PDF]
Credibility is everything for science, and it is built over time in both obvious and subtle ways. It is how we interact with colleagues and collaborators. It is how generously and openly we share reagents and how we mentor students and postdocs. It is how we review each other’s papers, and it is how we credit others’ work.
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Reproducibility in Management Science [PDF]
With the help of more than 700 reviewers we assess the reproducibility of nearly 500 articles published in the journal Management Science before and after the introduction of a new Data and Code Disclosure policy in 2019. When considering only articles for which data accessibility and hard- and software requirements were not an obstacle for reviewers ...
Fisar M.+240 more
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7 pages, no figures. Submitted as an entry to the "Encyclopedia of Mathematical Geosciences."
Prabhu, Anirudh, Fox, Peter
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