Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Practical resources for enhancing the reproducibility of mechanistic modeling in systems biology

Current Opinion in Systems Biology(2021)10.1016/j.coisb.2021.06.001Source: DataRank Database

Practical resources for enhancing the reproducibility of mechanistic modeling in systems biology is a research paper published in Current Opinion in Systems Biology (2021). On theSindex it has a DataRank of 0. It has been cited 2 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access2 citations

Free full text

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 0.49)OA: greenTopics (16)IDs (PubMed, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (6)

John H. Gennari ORCID,Jonathan R Karr ORCID,Ion I Moraru ORCID,David P Nickerson ORCID,Herbert M Sauro ORCID

Live enrichment

PubMed:30945415 OpenAlex:https://openalex.org/W3162512176

University of Washington

Grant: 1933453

University of Washington

Grant: P41GM109824

FWCI

0.49

Citation Percentile

0.8%

Citation Trend

2024

2025

greenLicense: cc-by

repositoryhttps://arxiv.org/pdf/2104.04604

publisherhttps://api.elsevier.com/content/article/PII:S2452310021000445?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2452310021000445?httpAccept=text/plain

repositoryhttp://arxiv.org/abs/2104.04604

Fields of Study

Scientific Computing and Data ManagementBioinformatics and Genomic NetworksCell Image Analysis Techniques

Keywords

Leverage (statistics)ExecutableComputer scienceStandardizationReproducibilitySystems biologyData scienceDomain (mathematical analysis)Computational biologyBiologyChemistryArtificial intelligenceMathematics

Sustainable Development Goals

SDG 0: Industry, innovation and infrastructure