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The heart of data integrity
Building trust in research through Dimensions Research Integrity
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Publishers → Government and Funders → Academic Institutions →

Our core mission

Data-driven insights that improve research integrity and the quality of scientific publications. We measure provenance, not attention.

Dimensions Research Integrity uses Ripeta’s methodologies and tools examine the content of published papers and look for the hallmarks of responsible science – features that Ripeta calls Trust Markers. The aim is to improve the integrity and reproducibility of scientific research.

Trust Markers are comprehensive in coverage and provide unparalleled insights into transparency and reproducibility.

Utilizing Natural Language Processing, our machine learning models extract key information from the full text of papers, allowing fully-customised reports and dashboards to be created.

A selection of the Trust Markers analyzed by Ripeta

Introducing Dimensions Research Integrity

Dimensions Research Integrity Report

The Dimensions Research Integrity Report, a consultancy service, provides a bespoke report for a specific set of documents defined by the client. The report outlines global, regional, and institutional trust marker trends. It includes analysis done using the Ripeta methodology to answer specific questions outlined by the client requirements.
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Dimensions Research Integrity Dataset on GBQ

Highlight immediate and long-term quality trends across publications and time.

Gain context, comparison, and analysis across multiple quality indicators.
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Dimensions Research Integrity app

The Dimensions Research Integrity app is the easiest way to interpret and access the Dimensions Research Integrity Dataset, which contains research integrity data for tens of millions of publications.
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Coming soon, the Dimensions Research Integrity preCheck API: The preCheck API supports editorial workflows by evaluating manuscripts for the presence of trust markers in scientific professionalism, and reproducibility. Find out more

Dimensions Research Integrity: The world’s most comprehensive research integrity dataset

  • Comprehensive journal coverage covering the last 10 years across all publishers
  • Assess your organization’s responsible research reporting over time and benchmark against peers
  • Gain knowledge and insights to help make quality improvements across your organization
  • Ensure compliance with open science policies and reporting requirements

Built on the world’s largest research integrity dataset of over 33 million research publications stretching back 10 years, Dimensions Research Integrity offers publishers, funders, and institutions unparalleled insights into the quality of scientific communication.

Publishers

Scale integrity checks on authors and data compliance to preserve reputation and reduce retractions.

Compare practices against policies and similar publishers.

Government & Funders

Understand how policy translates to practice. Measure fiscal efficacy.

Monitor the implementation and uptake of good science indicators.

Institutions

Improve research reporting quality, increase funding opportunities, and protect reputation.

Identify local practices needing attention and intervene  before publication, if needed.

What our customers say about us

“This collaboration gives Wellcome the information it needs to push forward on its commitment to more robustly report research outcomes.”
DAVID CARR, PROGRAMME MANAGER FOR OPEN RESEARCH AT WELLCOME
“Ripeta’s technology allows us to quickly scan thousands of articles and determine the presence of a data availability statement. Over time, this information will support publishers to improve upon their practices, the practices of authors, and, ultimately, scientific reporting.”
JORIS VAN ROSSUM, RESEARCH DIRECTOR AT STM
“We are proud to partner with Ripeta as we grow our portfolio of AI-based editorial review services. It’s an excellent example of how we are partnering to offer researchers a suite of tools that enable their publication success.”
RACHEL BURLEY, PRESIDENT OF RESEARCH SQUARE COMPANY

From the blog

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Dr Leslie McIntosh to be the first VP of Research Integrity at Digital Science →
Digital Science has announced the appointment of Dr Leslie McIntosh as its first Vice President, Research Integrity. Dr McIntosh moves from her role as CEO
Frontiers – RipetaScore: Measuring the Quality, Transparency, and Trustworthiness of a Scientific Work →
In an age of misinformation, disinformation, and general distrust in science, how can we know if what we are reading is trustworthy?

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