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The most frequently used repository software for open repositories according to OpenDOAR are Digital Commons, DSpace and EPrints. [6] Other examples are arXiv, bioRxiv, Dryad, Figshare, Open Science Framework, Samvera, Ubiquity Repositories and invenio (solution used by Zenodo).
All files are released under a Creative Commons license, CC-BY for most files and CC0 (public domain) for datasets. [ 1 ] [ 10 ] Figshare allows researchers to publish negative data. [ 4 ] [ 8 ] The withholding of negative publications is a widely known phenomenon that leads to a significant bias, often referred to as the file drawer effect ...
Data collection systems are an end-product of software development. Identifying and categorizing software or a software sub-system as having aspects of, or as actually being a "Data collection system" is very important. This categorization allows encyclopedic knowledge to be gathered and applied in the design and implementation of future systems.
Data and model versioning is the base layer [21] of DVC for large files, datasets, and machine learning models. It allows the use of a standard Git workflow, but without the need to store those files in the repository. Large files, directories and ML models are replaced with small metafiles, which in turn point to
Data submission is facilitated by journals sending notices of new manuscripts to Dryad. This saves authors from having to re-enter the bibliographic details when they upload their data files. Dryad curators review submitted data files and perform quality control on metadata descriptions before inclusion of new content in the repository.
The GitHub repository of the project contains a file with links to the data stored in box. Data files can also be downloaded here. [351] APT Notes arXiv Cryptography and Security papers Collection of articles about cybersecurity This data is not pre-processed. All articles available here. [352] arXiv Security eBooks for free
Open access research and the public domain in South African universities: The Public Knowledge Project's Open Journal Systems. Paper presented at the International Symposium on Open Access and the Public Domain in Digital Data and Information for Science, UNESCO, Paris. Willinsky, J. (2005).
HAL (short for Hyper Articles en Ligne) [2] is an open archive where authors can deposit scholarly documents from all academic fields.. Documents in HAL are uploaded either by one of the authors with the consent of the others or by an authorized person on their behalf. [3]