Complete Genome Sequences of Two Thermophilic Indigenous Bacteria Isolated from Wheat Straw, Thermoclostridium stercorarium subsp. Strain RKWS1 and Thermoanaerobacter sp. Strain RKWS2 is a dataset published in Microbiology Resource Announcements (2023). On theSindex it has a DataRank of 0.227, placing it in the top 62.1% of the data-sharing corpus. It has been cited 3 times, with 2 citing works in its 1-hop citation network. Its calibrated FAIR score is 42/100.
Ranks in the top 62% 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.
“BioProject accession no. PRJNA886731”
The paper provides NCBI persistent identifiers (BioProject, BioSample, assembly, SRA) for the genome sequences. [majority verdict 'yes' (3/5 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'
“BioProject, BioSample, and genome accession numbers for RKWS1 and RKWS2 assemblies are given in Table 1.”— not found in the paper; verdict downgraded
BioProject is named as a repository holding the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/5 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
“Data availability. BioProject, BioSample, and genome accession numbers for RKWS1 and RKWS2 assemblies are given in Table 1.”— not found in the paper; verdict downgraded
The identifiers appear only in the body text (Data availability statement and Table 1), not in a reference list entry. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 passes agreed)]
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. BioProject, BioSample, and genome accession numbers for RKWS1 and RKWS2 assemblies are given in Table 1.”— not found in the paper; verdict downgraded
The statement points to repository records via accession numbers, falling under Colavizza category 3. [downgraded to 'partial' — no verifiable quote from the paper] [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
“TABLE 1 Read, assembly, and quality metrics for assembled genomes from wheat straw isolates”
The paper includes a table that itemizes metrics (reads, genome size, GC content, etc.) for the dataset. [majority verdict 'yes' (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'
“Data availability. BioProject, BioSample, and genome accession numbers for RKWS1 and RKWS2 assemblies are given in Table 1.”— not found in the paper; verdict downgraded
The sentence gives repository accessions with no stated precondition, implying unconditional public access. [downgraded to 'partial' — no verifiable quote from the paper] [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
“Data availability. BioProject, BioSample, and genome accession numbers for RKWS1 and RKWS2 assemblies are given in Table 1.”— not found in the paper; verdict downgraded
The paper states the data are available via public repository accessions but does not label the access level with a standard term.
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
“An institutional gatekeeper is not named because the data are not sensitive or human-subject.”— not found in the paper; verdict downgraded
The data are genome sequences of thermophilic bacteria, not human or sensitive data, so no gatekeeper is 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
“No statement about timing or persistence of data availability is found.”— not found in the paper; verdict downgraded
The paper does not mention any retention period, embargo, or availability timing beyond the publication date.
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 token is named for the released data.”— not found in the paper; verdict downgraded
The paper does not specify the file format (e.g., FASTA, FASTQ) of the genome sequences.
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 is named.”— not found in the paper; verdict downgraded
The paper does not mention any minimum information standard, ontology, or metadata schema for the genome sequences.
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 GenBank accession numbers for other genomes used for 16S rRNA gene BLASTn analysis and AAI and ANI calculations are CP014673.1 , CP014672.1 , CP003992.2 , NR_126170.1 , CP016502.1 , CP021850.1 , CP001348.1 , CP002403.1 , ON077455.1 , CP000924.1 , CP009170.1 , CP000923.1 , CP002032.1 , AE008691.1 , LT838272.1 , CP017237.1 , CP001393.1 , and CP020921.1 .”
The paper lists GenBank accession numbers for third-party genomes used in analysis, providing identifiers for external resources.
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 is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.”— not found in the paper; verdict downgraded
The CC-BY license applies to the article, not specifically to the data; no separate data license is stated.
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'
“CP110889.1”
The genome assembly accession includes a version suffix (.1), providing a version token for the snapshot. [majority verdict 'yes' (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 availability statement is provided.”— not found in the paper; verdict downgraded
The paper does not mention any custom code or its availability; only third-party tools are named.
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)
“grant 2018-67021-27716”
The paper lists specific grant numbers (e.g., USDA 2018-67021-27716, DOE DE-SC0022192) associated with funders.
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
“live high-accuracy GPU base calling using Guppy v6.1.5”
The paper names specific instruments and software versions used to generate the data, e.g., Guppy v6.1.5.
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) is named as accompanying the data, and no variable definitions are given inside the article. [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
0.208
From this paper's citation signal
Citation Network Contribution
0.0187
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.
U.S. Department of Agriculture
Grant: 2018-67021-27716
U.S. Department of Energy
Grant: DE-SC0019391
U.S. Department of Energy
Grant: DE-SC0022192
HHS | National Institutes of Health
Grant: T32 GM008776-16
Government of Thailand
Grant: NA
NIGMS NIH HHS
Grant: T32 GM008776
NIGMS NIH HHS
Grant: T32 GM133366
National Institutes of Health
Grant: 5T32GM008776-17
Molecular Biotechnology Training at North Carolina State University
FWCI
0.28
Citation Percentile
0.5%
Citation Trend
Fields of Study
Keywords