A comprehensive mechanistic investigation of sustainable carbene N–H insertion catalyzed by engineered His-ligated heme proteins is a dataset published in Catalysis Science & Technology (2025). On theSindex it has a DataRank of 0.176, placing it in the top 66.6% of the data-sharing corpus. It has been cited 2 times, with 1 citing works in its 1-hop citation network. Its calibrated FAIR score is 21/100.
Ranks in the top 67% for downstream scientific impact
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.
“The authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
No persistent identifier scheme string (DOI, Handle, ARK, repository accession) is given for the dataset.
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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
No repository or institutional host is named; the data are said to be within the paper itself.
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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
No identifier or link for the dataset appears anywhere in the paper; the only mention is the prose statement.
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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
The data availability statement points to the article and its supplementary materials, which is Colavizza category 2.
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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
No itemised inventory or running prose description of the dataset's content or size is provided.
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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
The data are stated to be available within the paper and its supplementary files without any precondition.
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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
The paper does not label the access level with a standard vocabulary term; it only describes the action of availability within the paper and supplementary files. [majority verdict 'partial' (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 authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
The data are not sensitive or human-subject, and no gatekeeper is named.
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 does not address how long the data will be available or any retention commitment.
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'
“The authors declare that the data supporting the findings of this study are available within the paper and its ESI † files.”
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 community standard for data or metadata (e.g., MIAME, FAIRsharing) is named.
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'
No identifier for any external resource (e.g., another dataset, database, genome build) is cited.
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'
“This article is licensed under a Creative Commons Attribution-Non Commercial 3.0 Unported Licence.”— not found in the paper; verdict downgraded
A licence is attached to the article (and thus the data), but it is CC BY-NC, which is not an open standard licence. [downgraded to 'no' — no verifiable quote from the paper]
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 to identify a specific snapshot of the data.
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 is provided; the only code mentioned is third-party software (Gaussian), and no locator is given for custom code.
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)
“This work was supported by a U.S. National Science Foundation grant CHE-2054897 to Y. Z and a U. S. National Institute of Health GM098628 to R. F.”
Award numbers are given for the funding sources.
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
“We used the Gaussian 16 program for these calculations.”
The text names specific instruments, software, and kits used to produce the data. [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
“No documentation object (README, codebook, data dictionary) is named as accompanying the data.”— not found in the paper; verdict downgraded
The ESI is supplementary data but is not described as a codebook or documentation file. [majority verdict 'no' (3/5 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
0.165
From this paper's citation signal
Citation Network Contribution
0.0111
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 1 citer.
National Institutes of Health
Grant: GM098628
NIGMS NIH HHS
Grant: R01 GM098628
National Science Foundation
Grant: CHE-2054897
NCCIH NIH HHS
Grant: T32 AT000051
Welch Foundation
Grant: AT-0051
NCCIH NIH HHS
Grant: F32 AT000051
National Institutes of Health
Grant: 5R01GM098628-07
Metalloprotein Catalysts for Asymmetric Synthesis
National Science Foundation
Grant: 2054897
CAS:Mechanistic Investigation of Heme-based Catalysts for Sustainable Carbene Transfer Reactions
FWCI
1.00
Citation Percentile
0.7%
Citation Trend
Fields of Study
Keywords
Sustainable Development Goals