Impact of AlphaFold on structure prediction of protein complexes: The CASP15‐CAPRI experiment is a dataset published in Proteins Structure Function and Bioinformatics (2023). On theSindex it has a DataRank of 1.9, placing it in the top 11% of the data-sharing corpus. It has been cited 81 times, with 48 citing works in its 1-hop citation network. Its calibrated FAIR score is 21/100.
Ranks in the top 11% 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.
No persistent identifier string is given for the dataset [majority verdict 'no' (4/5 passes agreed)]
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'
The data are said to be in the supplementary material, which is not a repository [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (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
No identifier for the dataset appears in 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
“The data that supports the findings of this study are available in the supplementary material of this article.”
The statement points to the article's supplementary material, which is Colavizza category 2. [majority verdict 'partial' (4/5 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 dataset's extent is described in running prose, not in an itemised inventory [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (4/5 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'
“The data that supports the findings of this study are available in the supplementary material of this article.”
The data are stated to be available in the supplementary material with no precondition. [majority verdict 'yes' (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
No access-level label is applied to the data [majority verdict 'no' (4/5 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
No gatekeeper is named for the data
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 data are available in the supplementary material, but no persistence commitment is made [downgraded to 'no' — no verifiable quote from the paper] [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 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 is named as applied to the data. [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'
“the conformation found in the template trimer (blue; PDB 6R2I)”
The paper references a PDB ID (6R2I) for an external template, qualifying as a 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 licence is named for the data [majority verdict 'no' (4/5 passes agreed)]
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 [majority verdict 'no' (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'
No code locator is provided
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)
“Cancer Research UK, Grant/Award Number: FC0001003; UK Medical Research Council, Grant/Award Number: FC001003; Wellcome Trust, Grant/Award Number: FC001003”
Award numbers are provided for the funding. [majority verdict 'yes' (4/5 passes agreed)]
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
The text names AlphaFold2 and AlphaFold2-Multimer as tools used to produce the data [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
No documentation object is said to accompany the 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
0.661
From this paper's citation signal
Citation Network Contribution
1.3
From 40 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 48 citers.
Cancer Research UK
Grant: FC0001003
Medical Research Council
Grant: FC001003
Netherlands eScience Center
Grant: 027.020.G13
National Institutes of Health
Grant: R01GM146340
National Institutes of Health
Grant: R01GM093123
Korea National Institute of Health
Grant: R35 GM144083
Korea National Institute of Health
Grant: RM1135136
Korea National Institute of Health
Grant: R35GM118078
Korea National Institute of Health
Grant: R01GM140098
Korea National Institute of Health
Grant: R01GM123055
Korea National Institute of Health
Grant: R01GM133840
Korea National Institute of Health
Grant: R35‐GM141881
National Natural Science Foundation of China
Grant: 32161133002
National Natural Science Foundation of China
Grant: 62072199
European Molecular Biology Organization
Grant: ALTF 145‐2021
MSCA
Grant: 801342
National Science Foundation
Grant: DMS 2054251
National Science Foundation
Grant: DBI2003635
National Science Foundation
Grant: IIS2211598
National Science Foundation
Grant: DBI2146026
National Science Foundation
Grant: MCB1925643
National Science Foundation
Grant: CMMI1825941
National Science Foundation
Grant: IIS1763246
National Science Foundation
Grant: DBI1759934
National Science Foundation
Grant: CCF‐1943008
National Science Foundation
Grant: OAC1920103
National Institute of General Medical Sciences
Grant: T32 GM132024
National Institute of General Medical Sciences
Grant: R35GM136409
National Institute of General Medical Sciences
Grant: R35GM124952
Narodowe Centrum Nauki
Grant: UMO‐2017/27/B/ST4/00926
Narodowe Centrum Nauki
Grant: UMO‐2017/26/M/ST4/00044
Narodowe Centrum Nauki
Grant: UMO2017/25/B/ST4/01026
Lietuvos Mokslo Taryba
Grant: S‐MIP‐21‐25
NIGMS NIH HHS
Grant: R43 GM144992
NIGMS NIH HHS
Grant: R35 GM141881
The Francis Crick Institute
Grant: CC2103
Knut och Alice Wallenbergs Stiftelse
Fundamental Research Funds for the Central Universities
Francis Crick Institute
Vetenskapsrådet
MeSH Terms
Keywords