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The State of Reproducible Research in Computer Science
16 references·2 citing·41 second hop
The State of Reproducible Research in Computer Science (2020)The State of Reproducible Research in Com…A visual tool for defining reproducibility and replicability (2019)A visual tool for defining re…Terminologies for Reproducible Research (2018)Terminologies for Reproducibl…Is science really facing a reproducibility crisis, and do we need it to? (2018)Is science really facing a re…Artificial intelligence faces reproducibility crisis (2018)Artificial intelligence faces…GUIdock: Using Docker Containers with a Common Graphics User Interface to Address the Reproducibility of Research (2016)GUIdock: Using Docker Contain…AlgoRun: a Docker-based packaging system for platform-agnostic implemented algorithms (2016)AlgoRun: a Docker-based packa…1,500 scientists lift the lid on reproducibility (2016)1,500 scientists lift the lid…Reproducible research can still be wrong: Adopting a prevention approach (2015)Reproducible research can sti…Promoting an open research culture (2015)Promoting an open research cu…A long journey into reproducible computational neuroscience (2015)A long journey into reproduci…The Logic of Scientific Discovery (2013)The Logic of Scientific Disco…Git can facilitate greater reproducibility and increased transparency in science (2013)Git can facilitate greater re…Reproducible Research in Computational Science (2011)Reproducible Research in Comp…How Many Scientists Fabricate and Falsify Research? A Systematic Review and Meta-Analysis of Survey Data (2009)How Many Scientists Fabricate…The Logic of Scientific Discovery (2005)The Logic of Scientific Disco…Electronic documents give reproducible research a new meaning (1992)Electronic documents give rep…Reproducible research policies and software/data management in scientific computing journals: a survey, discussion, and perspectives (2025)Reproducible research policie…Making an executable paper with the Python in Heliophysics Community to foster open science and improve reproducibility (2023)Making an executable paper wi…The file drawer problem and tolerance for null results. (1979)False-Positive Psychology (2011)Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling (2012)A manifesto for reproducible science (2017)Meta-analysis and the science of research synthesis (2018)Replication, Replication (1995)Accessible Reproducible Research (2010)Publish your computer code: it is good enough (2010)Increasing value and reducing waste in research design, conduct, and analysis (2014)Reproducibility in Science (2014)An introduction to Docker for reproducible research (2015)The case for open computer programs (2012)Best Practices for Scientific Computing (2014)Computational Reproducibility in Archaeological Research: Basic Principles and a Case Study of Their Implementation (2016)Ten Simple Rules for Taking Advantage of Git and GitHub (2016)Our path to better science in less time using open data science tools (2017)The Sociology of Science: Theoretical and Empirical Investigations (1974)The Hazards of Scoring the Quality of Clinical Trials for Meta-analysis (1999)Practical Meta-Analysis (2000)Scientific Utopia (2012)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation (2015)Estimating the reproducibility of psychological science (2015)The nf-core framework for community-curated bioinformatics pipelines (2020)Sustainable data analysis with Snakemake (2021)Why Most Published Research Findings Are False (2005)Power failure: why small sample size undermines the reliability of neuroscience (2013)The replicability crisis and public trust in psychological science (2018)Automation in the Life Science Research Laboratory (2020)To Sobol or not to Sobol? The effects of sampling schemes in systems biology applications (2021)Conservation of resources: A new attempt at conceptualizing stress. (1989)Five Misunderstandings About Case-Study Research (2004)Seeking Qualitative Rigor in Inductive Research (2012)What does research reproducibility mean? (2016)Reproducibility vs. Replicability: A Brief History of a Confused Terminology (2018)State of the Art: Reproducibility in Artificial Intelligence (2018)Insights From “The Machine Stops ” to Better Understand Rational Assumptions in Algorithmic Decision Making and Its Implications for Organizations (2019)Artificial intelligence and the conduct of literature reviews (2021)The AI gambit: leveraging artificial intelligence to combat climate change—opportunities, challenges, and recommendations (2021)Knowledge, Policy-Oriented Learning, and Policy Change (1987)Small Telescopes (2015)Statistics in Corpus Linguistics (2018)
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References

  • 2013The Logic of Scientific Discovery7,765 cited
  • 20161,500 scientists lift the lid on reproducibility4,536 cited
  • 2015Promoting an open research culture2,923 cited
  • 2009How Many Scientists Fabricate and Falsify Research? A Systematic Review and Meta-Analysis of Survey Data2,022 cited
  • 2011Reproducible Research in Computational Science1,484 cited
  • 2005The Logic of Scientific Discovery1,195 cited
  • 2018Artificial intelligence faces reproducibility crisis567 cited
  • 2018Is science really facing a reproducibility crisis, and do we need it to?461 cited
  • 2013Git can facilitate greater reproducibility and increased transparency in science230 cited
  • 1992Electronic documents give reproducible research a new meaning224 cited
  • 2018Terminologies for Reproducible Research196 cited
  • 2015Reproducible research can still be wrong: Adopting a prevention approach193 cited
  • 2016GUIdock: Using Docker Containers with a Common Graphics User Interface to Address the Reproducibility of Research54 cited
  • 2016AlgoRun: a Docker-based packaging system for platform-agnostic implemented algorithms42 cited
  • 2019A visual tool for defining reproducibility and replicability

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38 cited
  • 2015A long journey into reproducible computational neuroscience36 cited
  • Cited by

    • 2025Reproducible research policies and software/data management in scientific computing journals: a survey, discussion, and perspectives12 cited
    • 2023Making an executable paper with the Python in Heliophysics Community to foster open science and improve reproducibility10 cited