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Table · dataset · 2026

<p>Datasets utilized for evaluation of GAMA. We evaluated GAMA on three types of datasets. (1) 270 synthetic sequences that were systematically created to evaluate GAMA for robustness to noise, motif position invariance, and motif logic. (2) Data from the antibody simulation framework Absolut! [44] to demonstrate the viability of GAMA under complex conditions. For each antigen, we selected the top 1% best binding CDRH3 sequences based on energy and filtered them for sequences with one paratope-binding interaction. (3) Experimental mAb HER-2 binder sequences from the Mason dataset [72].</p>

Listed in HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.1371/journal.pcbi.1014805.t001

<p>Datasets utilized for evaluation of GAMA.

Description

We evaluated GAMA on three types of datasets. (1) 270 synthetic sequences that were systematically created to evaluate GAMA for robustness to noise, motif position invariance, and motif logic.

(2) Data from the antibody simulation framework Absolut! [<a href="ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014805#pcbi.1014805.ref044" target="_blank">44</a>] to demonstrate the viability of GAMA under complex conditions. For each antigen, we selected the top 1% best binding CDRH3 sequences based on energy and filtered them for sequences with one paratope-binding interaction.

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(3) Experimental mAb HER-2 binder sequences from the Mason dataset [<a href="ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014805#pcbi.1014805.ref072" target="_blank">72</a>].</p>

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Where it is published

Catalogue records · 1

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Inferred from text
Simulation 75%
Provenance · 4 source records, 50 field assertions
SourceKeyLast seenRaw
HKU DataHuboai:figshare.com:article/3401691210 d agoJSON v1
figshareoai:figshare.com:article/3401691210 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340169129 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340169129 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].anzsrc:group:3105mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3105mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3105mapping · figshare comvocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3105mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3108mapping · figshare comvocabulary-mapper@1.0.0keywords['Plant Biology']
concepts[field].anzsrc:group:3108mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Plant Biology']
concepts[field].anzsrc:group:3108mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Plant Biology']
concepts[field].anzsrc:group:3108mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Plant Biology']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@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:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@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:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@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:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:life-sciencesmapping · 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:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@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[method].local:method:simulationenrichment · datahub hku hkkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/description
licensesource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/rights
publication_datesource · datahub hku hkconnector:datahub_hku_hk@1.0.0
titlesource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/title