Accurate assembly of the olive baboon ( Papio anubis ) genome using long-read and Hi-C data is a dataset published in GigaScience (2020). On theSindex it has a DataRank of 1.1, placing it in the top 18.7% of the data-sharing corpus. It has been cited 39 times, with 27 citing works in its 1-hop citation network. Its calibrated FAIR score is 60/100.
Ranks in the top 19% 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.
“All of the raw sequence data from individual 15,944, as well as the Panubis1.0 assembly, are available without restriction from NCBI under BioProject PRJNA527874.”
The paper provides a persistent repository accession (PRJNA527874) for its own dataset, satisfying the PID scheme.
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'
“All of the raw sequence data from individual 15,944, as well as the Panubis1.0 assembly, are available without restriction from NCBI under BioProject PRJNA527874.”
The paper names NCBI (National Center for Biotechnology Information) as the repository holding the data. [majority verdict 'yes' (3/5 passes agreed)]
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
“Batra SS, Levy-Sakin M, Robinson J, et al. Supporting data for “Accurate assembly of the olive baboon ( Papio anubis ) genome using long-read and Hi-C data.” GigaScience Database. 2020, 10.5524/100787.”— not found in the paper; verdict downgraded
The dataset's supporting data are cited as a reference-list entry (reference 53) with a DOI identifier. [downgraded to 'partial' — no verifiable quote from the paper]
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
“Data Availability All of the raw sequence data from individual 15,944, as well as the Panubis1.0 assembly, are available without restriction from NCBI under BioProject PRJNA527874. New RNA-seq data used for genome annotation are available under BioProject PRJNA559725. The genome annotation report and raw files can be found at [52]. All supporting data and materials are available in the GigaScience GigaDB database [53].”— not found in the paper; verdict downgraded
The statement points to a repository record (NCBI BioProject) with a persistent accession, fitting Colavizza category 3. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 passes agreed)]
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
“Table 1: Assembly statistics for each step of the adopted assembly strategy”
The paper contains a table (Table 1) that itemises assembly statistics such as scaffold N50, contig N50, total length, etc., providing an itemised inventory of the dataset's characteristics.
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'
“All of the raw sequence data from individual 15,944, as well as the Panubis1.0 assembly, are available without restriction from NCBI under BioProject PRJNA527874.”
The text provides a route to the data (NCBI/PRJNA527874) with no stated precondition such as embargo, registration, or application.
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
“All of the raw sequence data from individual 15,944, as well as the Panubis1.0 assembly, are available without restriction from NCBI under BioProject PRJNA527874.”
The paper explicitly states the data are 'available without restriction', which is a direct access-level label indicating open access.
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 data are non-human primate genome sequences from a deceased individual, not human-subject or sensitive, so no gatekeeper is named or required.
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
“available without restriction from NCBI”
The paper states the data are available now but does not commit to a retention period. [majority verdict 'partial' (3/5 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., FASTA, FASTQ) is explicitly named in the text for the released data.
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, ISA-Tab, an ontology) is named and applied to the data. [majority verdict 'no' (4/5 passes agreed)]
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'
“Supernova assembler, RRID:SCR_016756”
The paper provides an RRID (SCR_016756) for the Supernova assembler, which is an identifier for a resource other than the paper's own dataset. [majority verdict 'yes' (3/5 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'
No reuse license is stated for the data; the paper only mentions the article's CC-BY license, not the data.
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'
“Panubis1.0”— not found in the paper; verdict downgraded
The assembly is explicitly named Panubis1.0, serving as a version token for the dataset. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (4/5 passes agreed)]
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'
The paper does not provide any locator for the study's own code; only third-party tools are named, and code availability is not addressed.
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)
“R24 OD017859”
The paper lists specific NIH grant numbers (e.g., R24 OD017859) associated with the work.
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
“Supernova assembler (RRID:SCR_016756) version 1.1”— not found in the paper; verdict downgraded
The paper names specific tools and versions used to produce the assembly, e.g., Supernova assembler version 1.1. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 passes agreed)]
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
The paper does not mention a README, data dictionary, or codebook accompanying the data, and the article's tables describe assembly statistics rather than defining files or variables. [majority verdict 'no' (4/5 passes agreed)]
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
0.553
From this paper's citation signal
Citation Network Contribution
0.533
From 24 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 27 citers.
National Institutes of Health
Grant: R24 OD017859
National Institutes of Health
Grant: R01 GM115433
National Institutes of Health
Grant: R01 GM094402
National Institutes of Health
Grant: R35 GM134922
National Institutes of Health
Grant: R01 HG005946
NIH HHS
Grant: P51 OD011133
FWCI
1.57
Citation Percentile
0.8%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Additional file 1 of Genomic variation in baboons from central Mozambique unveils complex evolutionary relationships with other Papio species
Additional file 1 of Genomic variation in baboons from central Mozambique unveils complex evolutionary relationships with other Papio species
Supporting data for "Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data"
Peer review of "Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data"
Peer review of "Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data"
Peer review of "Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data"
Peer review of "Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data"