Multimodal 3D atlas of the macaque monkey motor and premotor cortex is a dataset published in NeuroImage (2020). On theSindex it has a DataRank of 1.1, placing it in the top 18.6% of the data-sharing corpus. It has been cited 46 times, with 31 citing works in its 1-hop citation network. Its calibrated FAIR score is 50/100.
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.
“https://balsa.wustl.edu/study/g7qwN”
The paper provides a web URL (BALSA link) rather than a persistent identifier from an accepted scheme (DOI, Handle, ARK, etc.).
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'
“via the EBRAINS platform of the Human Brain Project and the BALSA platform.”
The paper names EBRAINS and BALSA, which are recognised data repositories. [majority verdict 'yes' (4/5 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
“The files with the parcellation scheme and coding for the densities of all 13 receptors in each area are available via the EBRAINS platform of the Human Brain Project ( https://kg.ebrains.eu/search/instances/Project/e39a0407-a98a-480e-9c63-4a2225ddfbe4 ) and the BALSA neuroimaging site ( https://balsa.wustl.edu/study/g7qwN ).”
The dataset URLs appear only in the body text, 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
“Upon publication all data will be made available to the community in standard Yerkes19 surface ( Donahue et al., 2016 ) via the Human Brain Project and BALSA platforms.”
The data availability statement names public repositories (EBRAINS, BALSA) and a standard surface, which points to a repository record. [majority verdict 'yes' (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
“The files with the parcellation scheme and coding for the densities of all 13 receptors in each area are available via the EBRAINS platform of the Human Brain Project ( https://kg.ebrains.eu/search/instances/Project/e39a0407-a98a-480e-9c63-4a2225ddfbe4 ) and the BALSA neuroimaging site ( https://balsa.wustl.edu/study/g7qwN ), along with the receptor data used to make the receptor fingerprints.”— not found in the paper; verdict downgraded
The dataset is described in running prose rather than in an itemised inventory (section, table, or list) that names files, records, or variables. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 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'
“Upon publication all data will be made available to the community in standard Yerkes19 surface ( Donahue et al., 2016 ) via the Human Brain Project and BALSA platforms.”
The data availability statement includes a precondition ('upon publication'), so the access route is not unconditional. [majority verdict 'partial' (4/5 passes agreed)]
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
The paper does not apply any explicit access-level label (e.g., 'open access', 'restricted') to the dataset itself; the only license mentioned is CC BY-NC-ND, which applies to the article, not the data. [majority verdict 'no' (3/5 passes agreed)]
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 from non-human primates and are not sensitive human data; no gatekeeper is named for access.
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
“Upon publication all data will be made available to the community in standard Yerkes19 surface ( Donahue et al., 2016 ) via the Human Brain Project and BALSA platforms.”
The paper states when the data become available (upon publication) but provides no statement about how long they will persist. [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 (such as CIFTI, GIFTI, NIfTI) is named 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, BIDS, an ontology) is named as applied to the data; the Yerkes19 surface is a reference space, not a standard vocabulary. [majority verdict 'no' (3/5 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'
“http://fcon_1000.projects.nitrc.org/indi/PRIME/oxford.html”
The paper provides a URL for the PRIME-DE dataset used in the study, which is an external resource identifier. [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 license or reuse terms are stated for the data; the article's CC BY-NC-ND license applies to the article, not the dataset.
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 given for the dataset snapshot.
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'
“https://github.com/seanfw/Rapan_et_al_NeuroImage_2020”
The paper provides a GitHub repository URL for the code used in the study.
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)
“R01MH122024-02”
The paper includes a specific NIH grant number, R01MH122024-02, among the funding acknowledgements.
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
“Axioplan 2 imaging, ZEISS, Germany”
The paper names specific instruments and software used to produce the data, such as the light microscope and image analysis system. [majority verdict 'yes' (4/5 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
“Table 2 Absolute receptor densities (mean ±s.d.) in fmol/mg protein.”
Variable definitions (receptor densities per area) are provided inside the article as a table; no separate documentation object is mentioned to accompany the data. [majority verdict 'partial' (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
0.578
From this paper's citation signal
Citation Network Contribution
0.515
From 23 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 31 citers.
European Commission
Grant: 945539
Human Brain Project Specific Grant Agreement 3
European Commission
Grant: 785907
Human Brain Project Specific Grant Agreement 2
National Institutes of Health
Grant: 1R01MH122024-01
CRCNS: Gradients of receptors underlying distributed cognitive functions
Fields of Study
Keywords
Multimodal 3D atlas of the macaque monkey motor and premotor cortex
3D cyto- and receptor architectonic map of macaque lateral premotor area F7s
3D cyto- and receptor architectonic map of macaque lateral premotor area F5v
3D cyto- and receptor architectonic map of macaque lateral premotor area F4s
3D cyto- and receptor architectonic map of macaque primary motor area 4a
3D cyto- and receptor architectonic map of macaque primary motor area F2v
3D cyto- and receptor architectonic map of macaque lateral premotor area F7i
3D cyto- and receptor architectonic map of macaque pre-supplementary motor cortex, area F6
3D cyto- and receptor architectonic map of macaque lateral premotor area F5s
3D cyto- and receptor architectonic map of macaque supplementary motor cortex, area F3
3D cyto- and receptor architectonic map of macaque lateral premotor area F4v
3D cyto- and receptor architectonic map of macaque lateral premotor area F4d
3D cyto- and receptor architectonic map of macaque primary motor area F2d
3D cyto- and receptor architectonic map of macaque lateral premotor area F5d
3D cyto- and receptor architectonic map of macaque primary motor area 4p
3D cyto- and receptor architectonic map of macaque primary motor area 4m
3D cyto- and receptor architectonic map of macaque lateral premotor area F7d