Results 11 to 20 of about 1,729,850 (302)
Nature Chemistry, 2014 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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From grassroots to global: A blueprint for building a reproducibility network.
PLoS Biology, 2021 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
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Infection and Immunity, 2010 ABSTRACT The reproducibility of an experimental result is a fundamental assumption in science. Yet, results that are merely confirmatory of previous findings are given low priority and can be difficult to publish. Furthermore, the complex and chaotic nature of biological systems imposes limitations on the replicability of scientific ...
Arturo, Casadevall, Ferric C, Fang
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Reproducibility in learning [PDF]
Symposium on the Theory of Computing, 2022 We introduce the notion of a reproducible algorithm in the context of learning. A reproducible learning algorithm is resilient to variations in its samples — with high probability, it returns the exact same output when run on two samples from the same ...
R. Impagliazzo +3 more
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Is AI leading to a reproducibility crisis in science?
Nature, 2023 Scientists worry that ill-informed use of artificial intelligence is driving a deluge of unreliable or useless research. Scientists worry that ill-informed use of artificial intelligence is driving a deluge of unreliable or useless research.
Philip Ball
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Systematizing Effective Practice, Embedding It in Standard Practice
Patterns, 2020 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
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STANDARDIZED FACT CHECKING IN DATA JOURNALISM. A THEORETICAL VIEW / ВОПРОСЫ СТАНДАРТИЗАЦИИ ФАКТЧЕКИНГА В ЖУРНАЛИСТИКЕ ДАННЫХ.ТЕОРЕТИЧЕСКИЙ АСПЕКТ [PDF]
Наука телевидения, 2020 Data journalism is based on data used both as a source of a story and as a proof for facts stated in journalistic investigations. Core principles of journalistic work are changing under the influence of data: working with data, acquiring datasets ...
BEREZHNAYA VALENTINA S. / БЕРЕЖНАЯ В.С.
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TorchMetrics - Measuring Reproducibility in PyTorch
Journal of Open Source Software, 2022 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
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Replicability, Robustness, and Reproducibility in Psychological Science.
Annual Review of Psychology, 2020 Replication-an important, uncommon, and misunderstood practice-is gaining appreciation in psychology. Achieving replicability is important for making research progress.
B. Nosek +15 more
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Clinical and Experimental Obstetrics & Gynecology, 2022 Objective: Superb Microvascular Imaging (SMI) Doppler is a novel technique. We aim to evaluate intra- and interobserver reliability of SMI Doppler for the assessment of normal placental microvasculature. Materials and Methods: A prospective observational
Rocio Garcia-Jimenez +5 more
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