SRD must meet stringent evaluation criteria. The Office of Data and Informatics developed the following criteria for critical evaluation of numerical data (see SRD Definition, bullets 1-3) and digital data objects (see SRD Definition, bullet 4).
Numerical data:
- Assuring the integrity of the data, e.g., by provision of uncertainty determinations and use of standards;
- Checking the reasonableness of the data, e.g., by consistency with physical principles and comparison of data obtained by independent methods; and
- Assessing the usability of the data, e.g., by inclusion of metadata and well-documented measurement procedures
Digital data objects:
- Assuring the object is based on physical principles, fundamental science, and/or widely accepted standard operating procedures for data collection; and
- Checking for evidence that
- The object has been tested, and/or
- Calculated and experimental data have been quantitatively compared