University Published Paper Reproducibility Assessment Protocol - For Teachers v1 is a dataset (2019). On theSindex it has a DataRank of 0, placing it in the top 100% of the data-sharing corpus. Its calibrated FAIR score is 28/100.
Ranks in the top 100% for downstream scientific impact
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
This score predates the current agent — it came from the earlier rubric, which blended repository metadata into the number and asked the model for a rating rather than an evidenced verdict. Re-evaluate the paper to score it against the current standards-anchored criteria, where every verdict is backed by a quote from the full text.
DOI present
datacite=0, pmcid=False, pmid=False
no OpenAlex id
The paper provides a DOI but lacks machine-readable metadata such as structured keywords, ontology terms, or formal metadata schema in the text.
Open Access
0 OA location(s)
The protocol does not specify a clear, standardized access protocol for retrieving the underlying data/code; it only describes a manual email-based verification for 'data on request'.
linked_datasets=0, datacite=0
accessions=0, trials=0
Use of standard identifiers (DOI, DSpace handles) is present, but no standard formats, controlled vocabularies, or formal interoperability standards are described.
no license
downloads=0
no version chain
is_dataset
The protocol has an open license (Creative Commons Attribution) and is openly shared, but lacks a data-availability statement for its own outputs and provides minimal detail for reproducibility of the assessment process.
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →