[ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/pubinfo", "@graph": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc", "http://purl.org/dc/terms/created": [ { "@value": "2026-03-03T16:17:02.189+01:00", "@type": "http://www.w3.org/2001/XMLSchema#dateTime" } ], "http://purl.org/dc/terms/creator": [ { "@id": "https://w3id.org/kpxl/gen/terms/RoCrateBot" } ], "http://purl.org/nanopub/x/introduces": [ { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/" } ], "@type": [ "http://purl.org/nanopub/x/RoCrateNanopub" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "Raw ML files for the paratope-epitope interaction study" } ] }, { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/sig", "http://purl.org/nanopub/x/hasAlgorithm": [ { "@value": "RSA" } ], "http://purl.org/nanopub/x/hasPublicKey": [ { "@value": "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB" } ], "http://purl.org/nanopub/x/hasSignature": [ { "@value": "ow+FDoxGkUqKD8ihw3G2yDvwjYCbwabU7Aq27WJXzM5ltJYWeRN51w5Rh1gARM1quZKzCjtyr+UpiEY9Zt9LVBP1uTN/nVYznmlRyNHMmUQjSLPHHNF9cTXp0UxdTY8xtJ1fnthz0OoWkBMSREgRCS2FBbrXOy/1/pFkPhVfoFkkq1jAr0EdzLm33EkRLrzgmIz9m1oeoUeqqKYwmnE0u1rS6DsB4zL7fO3/ZB4TMjN7tXTJb1g1ZeKUtDDjm/5Vc0wQsKVTFSUAoWyjgmKK+KyZuqrhJ/ZxMFxd0PWYCcuVIt8Jb17Iset6XudK0b0v+UvvlDsNAzFIdEIWO3zrAw==" } ], "http://purl.org/nanopub/x/hasSignatureTarget": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc" } ], "http://purl.org/nanopub/x/signedBy": [ { "@id": "https://w3id.org/kpxl/gen/terms/RoCrateBot" } ] } ] }, { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/assertion", "@graph": [ { "@id": "http://eurovoc.europa.eu/2919", "http://schema.org/description": [ { "@value": "" } ], "http://schema.org/name": [ { "@value": "Environmental research" } ], "@type": [ "http://schema.org/DefinedTerm" ] }, { "@id": "http://eurovoc.europa.eu/3941", "http://schema.org/description": [ { "@value": "" } ], "http://schema.org/name": [ { "@value": "Life sciences" } ], "@type": [ "http://schema.org/DefinedTerm" ] }, { "@id": "http://eurovoc.europa.eu/3946", "http://schema.org/description": [ { "@value": "" } ], "http://schema.org/name": [ { "@value": "Physical sciences" } ], "@type": [ "http://schema.org/DefinedTerm" ] }, { "@id": "http://eurovoc.europa.eu/4921", "http://schema.org/description": [ { "@value": "" } ], "http://schema.org/name": [ { "@value": "Biology" } ], "@type": [ "http://schema.org/DefinedTerm" ] }, { "@id": "http://eurovoc.europa.eu/5881", "http://schema.org/description": [ { "@value": "" } ], "http://schema.org/name": [ { "@value": "Medical science" } ], "@type": [ "http://schema.org/DefinedTerm" ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/-2001286236", "@type": [ "https://w3id.org/contentdesc#Expression" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "raw ML" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/-368185129", "@type": [ "https://w3id.org/contentdesc#Expression" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "python code" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/-906790243", "@type": [ "https://w3id.org/contentdesc#Expression" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "Contains python code" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/132956", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "interaction" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/1478096423", "@type": [ "https://w3id.org/contentdesc#Expression" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "checkpoint file" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/149567", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "output" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/2082072546", "@type": [ "https://w3id.org/contentdesc#Expression" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "paratope-epitope interaction study Contains python code" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/209774", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "antigenic determinant" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/2463", "http://schema.org/name": [ { "@value": "ML" } ], "@type": [ "https://w3id.org/contentdesc#Organization" ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/28225", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "learning" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/290503508", "@type": [ "https://w3id.org/contentdesc#Domain" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "computer programming" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/29413", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "computer code" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/317996", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "Python" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/33292", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "report" } ] }, { "@id": "http://w3id.org/ro-id/rohub/model#subject/39143", "@type": [ "https://w3id.org/contentdesc#Concept" ], "http://www.w3.org/2004/02/skos/core#prefLabel": [ { "@value": "checkpoint" } ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/#enrichment_service-account-enrichment", "http://schema.org/name": [ { "@value": "service-account-enrichment" } ], "@type": [ "http://xmlns.com/foaf/0.1/Agent" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/", "http://schema.org/about": [ { "@id": "http://eurovoc.europa.eu/2919" }, { "@id": "http://eurovoc.europa.eu/3941" }, { "@id": "http://eurovoc.europa.eu/3946" }, { "@id": "http://eurovoc.europa.eu/4921" }, { "@id": "http://eurovoc.europa.eu/5881" } ], "http://schema.org/author": [ { "@id": "mailto:rahmad.akbar@rohub.com" } ], "http://schema.org/contentSize": [ { "@value": "7545", "@type": "http://www.w3.org/2001/XMLSchema#integer" } ], "http://schema.org/contentUrl": [ { "@value": "https://api.rohub.org/api/ros/dadf6ef4-43a1-4323-92b5-f8946fa9f339/crate/download/" } ], "http://schema.org/creator": [ { "@id": "mailto:georgehadib@gmail.com" } ], "http://schema.org/dateCreated": [ { "@value": "2022-03-22 01:02:49.653249+00:00" } ], "http://schema.org/dateModified": [ { "@value": "2025-03-05 01:17:02.265059+00:00" } ], "http://schema.org/datePublished": [ { "@value": "2022-03-22 01:02:49.653249+00:00" } ], "http://schema.org/description": [ { "@value": "Contains python codes, checkpoint files, and deep learning outputs for the paratope-epitope interaction study" } ], "http://schema.org/encodingFormat": [ { "@value": "application/ld+json" } ], "http://schema.org/hasPart": [ { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/1b90b89f-c7d6-41ba-9d59-51164663b5f1" }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/5a8169cf-5e74-4cde-85cf-0f0c3759acd9" }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/a0d83d6f-182b-4319-a538-5c4180de7c23" }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/e826be98-5028-43f8-8086-2e082845f50d" } ], "http://schema.org/identifier": [ { "@value": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339" } ], "http://schema.org/license": [ { "@id": "https://choosealicense.com/no-permission/" } ], "http://schema.org/name": [ { "@value": "Raw ML files for the paratope-epitope interaction study" } ], "http://w3id.org/ro-id/rohub/model#creation_mode": [ { "@value": "MANUAL" } ], "@type": [ "http://purl.org/wf4ever/ro#ResearchObject", "http://purl.org/wf4ever/roevo#LiveRO", "http://schema.org/Dataset", "http://w3id.org/ro/earth-science#DataResearchObject", "https://w3id.org/ro/terms/earth-science#DataResearchObject" ], "https://www.w3.org/ns/iana/link-relations/relation#cite-as": [ { "@value": "Rahmad Akbar. \"Raw ML files for the paratope-epitope interaction study.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339." } ] }, { "@id": "mailto:rahmad.akbar@rohub.com", "http://schema.org/email": [ { "@value": "rahmad.akbar@rohub.com" } ], "http://schema.org/name": [ { "@value": "Rahmad Akbar" } ], "@type": [ "http://xmlns.com/foaf/0.1/Agent" ] }, { "@id": "mailto:georgehadib@gmail.com", "http://schema.org/name": [ { "@value": "Geo H." } ], "@type": [ "http://xmlns.com/foaf/0.1/Agent" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/1b90b89f-c7d6-41ba-9d59-51164663b5f1", "http://schema.org/name": [ { "@value": "metadata" } ], "@type": [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/5a8169cf-5e74-4cde-85cf-0f0c3759acd9", "http://schema.org/name": [ { "@value": "raw data" } ], "@type": [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/a0d83d6f-182b-4319-a538-5c4180de7c23", "http://schema.org/hasPart": [ { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/resources/7480066e-1efc-40b2-93c8-f6bff55afaed" } ], "http://schema.org/name": [ { "@value": "data" } ], "@type": [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/folders/e826be98-5028-43f8-8086-2e082845f50d", "http://schema.org/hasPart": [ { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/resources/880a57c6-fdb6-4be7-b824-676e858d420d" } ], "http://schema.org/name": [ { "@value": "biblio" } ], "@type": [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/resources/7480066e-1efc-40b2-93c8-f6bff55afaed", "http://purl.org/dc/terms/bibliographicCitation": [ { "@value": "Akbar, R. (2020).Raw ML files for the paratope-epitope interaction study [Data set]. Norstore. https://doi.org/10.11582/2020.00060" } ], "http://purl.org/dc/terms/rightsHolder": [ { "@value": "Rahmad Akbar" } ], "http://purl.org/dc/terms/type": [ { "@value": "Model" } ], "http://schema.org/author": [ { "@id": "mailto:georgehadib@gmail.com" } ], "http://schema.org/contentUrl": [ { "@value": "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2020.00060" } ], "http://schema.org/creator": [ { "@id": "mailto:georgehadib@gmail.com" } ], "http://schema.org/dateCreated": [ { "@value": "2020-12-03 00:00:00" } ], "http://schema.org/dateModified": [ { "@value": "2022-03-22 01:03:03.323842+00:00" } ], "http://schema.org/description": [ { "@value": "Contains python codes, checkpoint files, and deep learning outputs for the paratope-epitope interaction study" } ], "http://schema.org/license": [ { "@id": "https://choosealicense.com/no-permission/" } ], "http://schema.org/name": [ { "@value": "Raw ML files for the paratope-epitope interaction study" } ], "http://schema.org/sdDatePublished": [ { "@value": "2020-12-03 00:00:00" } ], "@type": [ "http://purl.org/wf4ever/wf4ever#Dataset", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "https://schema.org/maintainer": [ { "@value": "Rahmad Akbar" } ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/resources/880a57c6-fdb6-4be7-b824-676e858d420d", "http://schema.org/author": [ { "@id": "mailto:georgehadib@gmail.com" } ], "http://schema.org/contentUrl": [ { "@value": "https://www.biorxiv.org/content/10.1101/759498v4" } ], "http://schema.org/creator": [ { "@id": "mailto:georgehadib@gmail.com" } ], "http://schema.org/dateCreated": [ { "@value": "2022-03-22 01:03:00.705502+00:00" } ], "http://schema.org/dateModified": [ { "@value": "2022-03-22 01:03:00.821216+00:00" } ], "http://schema.org/license": [ { "@id": "https://choosealicense.com/no-permission/" } ], "http://schema.org/name": [ { "@value": "https://www.biorxiv.org/content/10.1101/759498v4" } ], "http://schema.org/sdDatePublished": [ { "@value": "2022-03-22 01:03:00.705502+00:00" } ], "@type": [ "http://purl.org/dc/terms/BibliographicResource", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ] }, { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/ro-crate-metadata.json", "http://purl.org/dc/terms/conformsTo": [ { "@id": "https://w3id.org/ro/crate/1.1" } ], "http://schema.org/about": [ { "@id": "https://w3id.org/ro-id/dadf6ef4-43a1-4323-92b5-f8946fa9f339/" } ], "@type": [ "http://schema.org/CreativeWork" ] } ] }, { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/Head", "@graph": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc", "http://www.nanopub.org/nschema#hasAssertion": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/assertion" } ], "http://www.nanopub.org/nschema#hasProvenance": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/pubinfo" } ], "@type": [ "http://www.nanopub.org/nschema#Nanopublication" ] } ] }, { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/provenance", "@graph": [ { "@id": "https://w3id.org/np/RAjEhTqyGtOCWWL86-1F3pK-3QoSW6dTlZZdGdpR6GjGc/assertion", "http://www.w3.org/ns/prov#wasDerivedFrom": [ { "@id": "https://api.rohub.org/api/ros/dadf6ef4-43a1-4323-92b5-f8946fa9f339/crate/download/ro-crate-metadata.json" } ] } ] } ]