The Reproducibility Project at NIU

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8 repositories

reproeffortsignals
Public
MIT License
•0•1•0•0•Updated Aug 10, 2024Aug 10, 2024
IRSI
Public
Reproducibility is an important feature of science; experiments are retested, and analyses are repeated.we examine a myriad of features in scholarly articles published in computer science conferences and journals and model how they influence scientific impact.
science-of-science reproducibility citation-prediction scientific-impact
MIT License
•0•1•0•0•Updated Jul 1, 2024Jul 1, 2024
NLRR
Public
Code, data, and supplemental information for the paper "Navigating the landscape of Reproducible Research: A predictive modeling study
Python
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MIT License
•0•1•0•0•Updated May 21, 2024May 21, 2024
scholarlyreprograph
Public
Exploiting Graph Structures for Reproducibility Badge Prediction in Academic Papers
science-of-science reproducibility graph-neural-networks graph-representation-learning graphs-algorithms
MIT License
•0•1•1•0•Updated Mar 18, 2024Mar 18, 2024
effortly
Public
A preliminary analysis into the effort required for reproducing computational science scholarly articles.
reproducibility reproducibility-challenge effort-of-reproducibility
Jupyter Notebook
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MIT License
•0•1•3•0•Updated Jun 27, 2023Jun 27, 2023
ACMREP22
Public
End to end artifact store (data, scripts, plots, models, notebooks) for the short paper titled "Leveraging human-in-the-loop ML models to learn representations of reproducible articles"
acm reproducibility active-learning reproducibility-crisis
Python
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Creative Commons Attribution 4.0 International
•0•1•0•0•Updated Mar 8, 2023Mar 8, 2023
reproducibilitysignals
Public
A preliminary analysis into studying reproducibility signals in science
Creative Commons Zero v1.0 Universal
•0•1•0•0•Updated Oct 27, 2022Oct 27, 2022
featurely
Public
Extracting structural, semantic, scholarly and other relevant features from scholarly articles to explain reproducibility
Python
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MIT License
•0•0•1•0•Updated Feb 25, 2021Feb 25, 2021