Metagenomic Analysis of DNA Viruses with Targeted Sequence Capture of Canine Lobular Orbital Adenomas and Normal Conjunctiva is a dataset published in Microorganisms (2023). On theSindex it has a DataRank of 0.179, placing it in the top 66.3% of the data-sharing corpus. It has been cited 2 times, with 2 citing works in its 1-hop citation network. Its calibrated FAIR score is 58/100.
Ranks in the top 66% for downstream scientific impact
Linked data & code
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
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
“PRJNA718631”
The paper gives a BioProject accession (PRJNA718631), which is a persistent identifier scheme recognised by the rubric.
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
“Sequence Read Archive (SRA)”
The Sequence Read Archive (SRA) is a curated data repository listed in re3data/FAIRsharing, named as the holder of the data.
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
“Sequence data for the samples were deposited into the Sequence Read Archive (SRA) under BioProject PRJNA718631.”
The dataset identifier (PRJNA718631) appears only in the body text (Data Availability Statement), not in the reference list.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“Sequence data for the samples were deposited into the Sequence Read Archive (SRA) under BioProject PRJNA718631.”
The statement points to a repository record (SRA with accession PRJNA718631), corresponding to Colavizza category 3.
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
“The libraries were sequenced on the Illumina HiSeq 4000 instrument (Illumina, San Diego, CA, USA) as 2 × 150 bp reads to an average of 1.9 Gb per library.”— not found in the paper; verdict downgraded
The dataset's extent is described in running prose (2×150 bp, 1.9 Gb per library) but no itemised inventory (section, table, or list) of files or variables is provided. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (2/5 passes agreed)]
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“Sequence data for the samples were deposited into the Sequence Read Archive (SRA) under BioProject PRJNA718631.”
The data are deposited in a public repository (SRA) with no stated preconditions (embargo, registration, or request).
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
“Sequence data for the samples were deposited into the Sequence Read Archive (SRA) under BioProject PRJNA718631.”
The paper describes the action of deposition but does not explicitly label the access level (e.g., 'open access'); the level must be inferred from the repository type.
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
The study uses canine, not human, tissue; no sensitive-data gatekeeper is needed or mentioned.
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
The paper states the data were deposited but gives no timing (e.g., 'available now') or persistence commitment (e.g., 'permanently archived'). [majority verdict 'no' (4/5 passes agreed)]
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
No file format (e.g., FASTQ, BAM) is named for the deposited data; the paper only describes sequencing parameters.
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
No data or metadata community standard (e.g., MIAME, MINSEQE, an ontology) is named; the tools and methods are described but not a standard schema.
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
“GenBank NC_006564.1”
The paper references an external resource (GenBank reference genome NC_006564.1) with a persistent identifier, satisfying the requirement for a qualified reference to a non-own resource. [majority verdict 'yes' (4/5 passes agreed)]
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
The paper does not state any licence or terms of use for the deposited data; the CC BY license applies only to the article itself.
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
No version token or date is provided for the data; the BioProject accession is a stable identifier but does not convey a snapshot version.
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
No code location is given; the ViroMatch pipeline is referenced to a previous publication, but the study's own code is not shared.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“VAF2017–01”
The paper provides a specific grant number (VAF2017–01) from the ACVO Vision for Animals Foundation, attached to a named funder.
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
“Libraries were sequenced on the Illumina HiSeq 4000 instrument”
The paper names specific instruments and kits used to produce the data (e.g., Illumina HiSeq 4000, DNeasy Blood and Tissue Kit, ViroCap), providing provenance.
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
“Table S1 describes the clinical characteristics and viral read counts for each sample.”
Variable definitions (patient characteristics, read counts) are provided in a supplementary table within the article, but no documentation object (e.g., README) is stated to accompany the deposited data.
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
Base Score Contribution
0.165
From this paper's citation signal
Citation Network Contribution
0.0142
From 1 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 2 citers.
University of Missouri College of Veterinary Medicine Ruth M. Kraeuchi Endowment
Grant: VAF2017–01
ACVO Vision for Animals Foundation
Grant: VAF2017-01
Phi Zeta Honor Society University of Missouri chapter
University of Missouri College of Veterinary Medicine Ruth M. Kraeuchi Endowment
Keywords