Quality Control

What is Quality Control?

Programmatic Quality Control

Community Reviews

At FairDM, we place a strong emphasis on promoting the attribution of credit to researchers by adhering to established metadata schemas. We understand the value of recognizing and properly attributing the efforts and contributions of researchers who publish datasets.

Our framework integrates seamlessly with standardized metadata schemas, making it easier for researchers to publish their datasets while ensuring that the necessary information for attribution is captured accurately. By following these established schemas, we streamline the process of documenting and sharing datasets, facilitating proper credit attribution throughout the research community.

By leveraging metadata schemas within FairDM, researchers can ensure that their datasets adhere to best practices for attribution, making it easier for others to properly cite and acknowledge their work. This promotes a culture of recognition and fosters collaboration among researchers.

We believe that by facilitating the proper attribution of credit, FairDM strengthens the integrity of research and supports the advancement of scientific knowledge. We encourage researchers to utilize our framework to publish datasets, confident that their contributions will be appropriately acknowledged within the scholarly community.

Join us in embracing the power of proper credit attribution and discover the impact it can have on the research landscape. With FairDM, you can effortlessly adhere to established metadata schemas, making the process of publishing datasets a seamless and credit-worthy experience. Let’s advance research together, one attributed dataset at a time.

FairDM allows you to focus on cultivating a strong sense of belonging within your research community. Through interactive features and engaging functionalities, you can nurture meaningful connections and foster a spirit of collaboration that transcends geographical boundaries.

Whether you’re a seasoned researcher or a newcomer to the scientific world, FairDM welcomes you to an ecosystem where knowledge knows no limits. Join us in creating a brighter future, where research flourishes, and communities thrive through the power of collaboration. Together, let’s illuminate the path towards groundbreaking discoveries and positive impact.

What is a submission?

A submission is the act of uploading a file to the server and successfully having the contents parsed into the database.

What is a review?

Datasets must be peer-reviewed by a “Community Reviewer” before it is possible to publish. A review consists of a check of the data and assessment of quality. This is followed by dialogue back and forth between reviewer and submitter. Once accepted by the reviewer, the dataset becomes visible in the application and the submitter is granted access to publish (and perhaps download a quality assurance certificate?).