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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.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Sequencing 75%
Provenance · 3 source records, 36 field assertions
SourceKeyLast seenRaw
Loughborough Research Repositoryoai:figshare.com:article/340570143 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340570143 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340570143 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].anzsrc:field:310509mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Genomics']
concepts[field].anzsrc:field:310509mapping · grantsdata jst go jpvocabulary-mapper@1.0.0keywords['Genomics']
concepts[field].anzsrc:field:310509mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Genomics']
concepts[field].anzsrc:group:4611mapping · grantsdata jst go jpvocabulary-mapper@1.0.0keywords['machine learning']
concepts[field].anzsrc:group:4611mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['machine learning']
concepts[field].anzsrc:group:4611mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['machine learning']
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[modality].local:modality:genome-sequencingmapping · grantsdata jst go jpvocabulary-mapper@1.0.0keywords['whole-genome sequencing']
concepts[modality].local:modality:genome-sequencingmapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['whole-genome sequencing']
concepts[modality].local:modality:genome-sequencingmapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['whole-genome sequencing']
concepts[modality].local:modality:sequencingenrichment · repository lboro ac ukkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0/metadata/dc/description
licensesource · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
titlesource · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0/metadata/dc/title