Omics · dataset · 2026
MRSP WGS-AST boundary benchmark: reproducibility package (revision version)
Listed in Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34057014.v1
MRSP WGS-AST boundary benchmark: reproducibility package (revision version).
Description
Reproducibility package for the Microbial Genomics manuscript MGEN-D-26-00487 (de Souza and Santoro): Staphylococcus pseudintermedius whole-genome sequencing antimicrobial susceptibility boundary benchmark with a training-only-dictionary pangenome projection, restricted-shell model inputs, frozen prediction chains and outcome evaluation. Contains documentation, executable code (MIT License), the data reuse notice, the computational protocol, environment specification, review and acceptance records, and the current four main figures.
Start with README.md and COMPUTATIONAL_PROTOCOL.md; PAYLOAD_MANIFEST.json and SHA256SUMS.txt bind the current distribution. Provenance note: internal process records (two decision records and five review/audit records) are deposited in impersonal documentation form; their decisions, dates, authorizations, verdicts and verification-limitation statements are unchanged (MANIFEST_NOTES.md section 6). No scientific data, code, model, prediction or evaluation artifact in this deposit was regenerated or altered relative to the analyses reported in the manuscript.
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34057014.v1 ↗
DOI / persistent id · from repository lboro ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from repository lboro ac uk
Topics
- From keywords
- Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Engineering · Engineering · Genome sequencing · Genome sequencing · Genome sequencing · Genomics · Genomics · Genomics · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Machine learning · Machine learning · Machine learning · Materials Science · Mathematics & Statistics · Medicine & Health · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Sequencing 75%
Provenance · 3 source records, 36 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Loughborough Research Repository | oai:figshare.com:article/34057014 | 3 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34057014 | 3 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34057014 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:310509 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Genomics'] |
| concepts[field].anzsrc:field:310509 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Genomics'] |
| concepts[field].anzsrc:field:310509 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Genomics'] |
| concepts[field].anzsrc:group:4611 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['machine learning'] |
| concepts[field].anzsrc:group:4611 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['machine learning'] |
| concepts[field].anzsrc:group:4611 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['machine learning'] |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[modality].local:modality:genome-sequencing | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['whole-genome sequencing'] |
| concepts[modality].local:modality:genome-sequencing | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['whole-genome sequencing'] |
| concepts[modality].local:modality:genome-sequencing | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['whole-genome sequencing'] |
| concepts[modality].local:modality:sequencing | enrichment · repository lboro ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| title | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | /metadata/dc/title |