rows {
  options {
    stream_name: ""
    physical_type: PHYSICAL_STREAM_TYPE_QUADS
    generalized_statements: false
    rdf_star: false
    max_name_table_size: 128
    max_prefix_table_size: 16
    max_datatype_table_size: 16
    logical_type: LOGICAL_STREAM_TYPE_DATASETS
    version: 2
  }
}
rows {
  prefix {
    id: 0
    value: "https://w3id.org/np/"
  }
}
rows {
  name {
    id: 0
    value: "RAyOyjxrEp2zFeg0JQQOEt6eF_2n1tfTZmiRn3RTDgu8Y"
  }
}
rows {
  namespace {
    name: "this"
    value {
      prefix_id: 1
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 0
    value: "https://w3id.org/np/RAyOyjxrEp2zFeg0JQQOEt6eF_2n1tfTZmiRn3RTDgu8Y/"
  }
}
rows {
  name {
    id: 0
    value: ""
  }
}
rows {
  namespace {
    name: "sub"
    value {
      prefix_id: 2
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://www.nanopub.org/nschema#"
  }
}
rows {
  namespace {
    name: "np"
    value {
      prefix_id: 3
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://purl.org/dc/terms/"
  }
}
rows {
  namespace {
    name: "dct"
    value {
      prefix_id: 4
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "https://w3id.org/np/o/ntemplate/"
  }
}
rows {
  namespace {
    name: "nt"
    value {
      prefix_id: 5
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://purl.org/nanopub/x/"
  }
}
rows {
  namespace {
    name: "npx"
    value {
      prefix_id: 6
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://www.w3.org/2001/XMLSchema#"
  }
}
rows {
  namespace {
    name: "xsd"
    value {
      prefix_id: 7
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://www.w3.org/2000/01/rdf-schema#"
  }
}
rows {
  namespace {
    name: "rdfs"
    value {
      prefix_id: 8
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "https://orcid.org/"
  }
}
rows {
  namespace {
    name: "orcid"
    value {
      prefix_id: 9
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://www.w3.org/ns/prov#"
  }
}
rows {
  namespace {
    name: "prov"
    value {
      prefix_id: 10
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://xmlns.com/foaf/0.1/"
  }
}
rows {
  namespace {
    name: "foaf"
    value {
      prefix_id: 11
      name_id: 2
    }
  }
}
rows {
  name {
    id: 0
    value: "hasAssertion"
  }
}
rows {
  name {
    id: 0
    value: "assertion"
  }
}
rows {
  name {
    id: 0
    value: "Head"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 1
      name_id: 1
    }
    p_iri {
      prefix_id: 3
      name_id: 3
    }
    o_iri {
      prefix_id: 2
      name_id: 0
    }
    g_iri {
      prefix_id: 0
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "hasProvenance"
  }
}
rows {
  name {
    id: 0
    value: "provenance"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 3
      name_id: 0
    }
    o_iri {
      prefix_id: 2
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "hasPublicationInfo"
  }
}
rows {
  name {
    id: 0
    value: "pubinfo"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 3
      name_id: 0
    }
    o_iri {
      prefix_id: 2
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://www.w3.org/1999/02/22-rdf-syntax-ns#"
  }
}
rows {
  name {
    id: 0
    value: "type"
  }
}
rows {
  name {
    id: 0
    value: "Nanopublication"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 12
      name_id: 0
    }
    o_iri {
      prefix_id: 3
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 0
    value: "https://osf.io/"
  }
}
rows {
  name {
    id: 0
    value: "bxae4"
  }
}
rows {
  name {
    id: 0
    value: "issued"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 13
      name_id: 0
    }
    p_iri {
      prefix_id: 4
      name_id: 0
    }
    o_literal {
      lex: "2024"
    }
    g_iri {
      prefix_id: 2
      name_id: 4
    }
  }
}
rows {
  name {
    id: 0
    value: "license"
  }
}
rows {
  prefix {
    id: 0
    value: "http://purl.org/np/RAQ__sGdY_Qc7l1O_zmn4nr-pMBOxKU04Ur9s998rS6Fc#"
  }
}
rows {
  name {
    id: 0
    value: "CC-BY-4.0"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 4
      name_id: 14
    }
    o_iri {
      prefix_id: 14
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 0
    value: "https://w3id.org/fdof/ontology#"
  }
}
rows {
  name {
    id: 0
    value: "hasEncodingFormat"
  }
}
rows {
  prefix {
    id: 0
    value: "https://www.iana.org/assignments/media-types/application/"
  }
}
rows {
  name {
    id: 0
    value: "pdf"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 15
      name_id: 0
    }
    o_iri {
      prefix_id: 16
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "materializes"
  }
}
rows {
  name {
    id: 0
    value: "STAYAHEAD_M"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 15
      name_id: 0
    }
    o_iri {
      prefix_id: 2
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 5
    value: "https://www.w3.org/ns/dcat#"
  }
}
rows {
  name {
    id: 0
    value: "accessURL"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 5
      name_id: 0
    }
    o_iri {
      prefix_id: 13
      name_id: 12
    }
  }
}
rows {
  name {
    id: 0
    value: "contributor"
  }
}
rows {
  name {
    id: 0
    value: "0000-0001-8888-635X"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 2
      name_id: 19
    }
    p_iri {
      prefix_id: 4
      name_id: 21
    }
    o_iri {
      prefix_id: 9
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "creator"
  }
}
rows {
  name {
    id: 0
    value: "0009-0004-2188-0817"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 4
      name_id: 0
    }
    o_iri {
      prefix_id: 9
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "hasVersion"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 4
      name_id: 0
    }
    o_literal {
      lex: "v1.0"
    }
  }
}
rows {
  name {
    id: 0
    value: "language"
  }
}
rows {
  prefix {
    id: 0
    value: "https://www.omg.org/spec/LCC/Languages/LaISO639-1-LanguageCodes/"
  }
}
rows {
  name {
    id: 0
    value: "en"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 0
      name_id: 0
    }
    o_iri {
      prefix_id: 6
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "publisher"
  }
}
rows {
  prefix {
    id: 0
    value: "https://ror.org/"
  }
}
rows {
  name {
    id: 0
    value: "008xxew50"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 4
      name_id: 0
    }
    o_iri {
      prefix_id: 7
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "subject"
  }
}
rows {
  prefix {
    id: 0
    value: "http://aims.fao.org/aos/agrovoc/"
  }
}
rows {
  name {
    id: 0
    value: "c_4318"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 4
      name_id: 0
    }
    o_iri {
      prefix_id: 8
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 10
    value: "https://w3id.org/fair/ff/terms/"
  }
}
rows {
  name {
    id: 0
    value: "Method"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 12
      name_id: 10
    }
    o_iri {
      prefix_id: 10
      name_id: 32
    }
  }
}
rows {
  name {
    id: 0
    value: "FAIRDigitalObject"
  }
}
rows {
  quad {
    o_iri {
      prefix_id: 15
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 0
    value: "http://www.w3.org/2000/01/rdf-schema#"
  }
}
rows {
  name {
    id: 0
    value: "comment"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 11
      name_id: 0
    }
    o_literal {
      lex: "The SARS-CoV-2 outbreak showed the world that we were unable to predict the course of the pandemic. This study is a part of a project that aims at developing methodologies to predict viral variants of high risk in an effort to stay ahead of the next pandemic. We investigate the feasibility of computationally predicting the structures of single mutation variants with AlphaFold-2 and ESMFold and using this information as input to a XGBoost regression model that predicts empirical biophysical properties associated with high-risk Omicron variants. This study illustrates that data intensive regression models when coupled with structure prediction tools, can to contribute to pandemic preparedness."
    }
  }
}
rows {
  name {
    id: 0
    value: "label"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 0
      name_id: 0
    }
    o_literal {
      lex: "STAYAHEAD Dataset Methodology"
    }
  }
}
rows {
  prefix {
    id: 1
    value: "https://schema.org/"
  }
}
rows {
  name {
    id: 0
    value: "funder"
  }
}
rows {
  name {
    id: 0
    value: "056cwr036"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 1
      name_id: 0
    }
    o_iri {
      prefix_id: 7
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "hasMetadata"
  }
}
rows {
  prefix {
    id: 3
    value: "https://w3id.org/np/"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 15
      name_id: 0
    }
    o_iri {
      prefix_id: 3
      name_id: 1
    }
  }
}
rows {
  name {
    id: 0
    value: "contactPoint"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 5
      name_id: 39
    }
    o_literal {
      lex: "info@health-holland.com"
    }
  }
}
rows {
  prefix {
    id: 14
    value: "http://www.w3.org/ns/prov#"
  }
}
rows {
  name {
    id: 0
    value: "wasAttributedTo"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 2
      name_id: 4
    }
    p_iri {
      prefix_id: 14
      name_id: 40
    }
    o_iri {
      prefix_id: 9
      name_id: 24
    }
    g_iri {
      prefix_id: 2
      name_id: 7
    }
  }
}
rows {
  prefix {
    id: 16
    value: "http://purl.org/np/RAQ__sGdY_Qc7l1O_zmn4nr-pMBOxKU04Ur9s998rS6Fc#"
  }
}
rows {
  prefix {
    id: 13
    value: "https://w3id.org/np/o/ntemplate/"
  }
}
rows {
  name {
    id: 0
    value: "hasLabelFromApi"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 16
      name_id: 15
    }
    p_iri {
      prefix_id: 13
      name_id: 41
    }
    o_literal {
      lex: "CC BY 4.0 | Attribution 4.0 International - Using this licence you are free to share and adapt the resource but you must ..."
    }
    g_iri {
      prefix_id: 2
      name_id: 9
    }
  }
}
rows {
  prefix {
    id: 6
    value: "http://xmlns.com/foaf/0.1/"
  }
}
rows {
  name {
    id: 0
    value: "name"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 9
      name_id: 24
    }
    p_iri {
      prefix_id: 6
      name_id: 42
    }
    o_literal {
      lex: "Max van den Boom"
    }
  }
}
rows {
  name {
    id: 0
    value: "created"
  }
}
rows {
  datatype {
    id: 0
    value: "http://www.w3.org/2001/XMLSchema#dateTime"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 3
      name_id: 1
    }
    p_iri {
      prefix_id: 4
      name_id: 43
    }
    o_literal {
      lex: "2025-07-11T14:16:44.954Z"
      datatype: 1
    }
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 0
      name_id: 23
    }
    o_iri {
      prefix_id: 9
      name_id: 0
    }
  }
}
rows {
  prefix {
    id: 8
    value: "https://creativecommons.org/licenses/by/4.0/"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 4
      name_id: 14
    }
    o_iri {
      prefix_id: 8
      name_id: 2
    }
  }
}
rows {
  prefix {
    id: 12
    value: "http://purl.org/nanopub/x/"
  }
}
rows {
  name {
    id: 0
    value: "introduces"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 12
      name_id: 44
    }
    o_iri {
      prefix_id: 2
      name_id: 19
    }
  }
}
rows {
  name {
    id: 0
    value: "wasCreatedAt"
  }
}
rows {
  prefix {
    id: 10
    value: "https://nanodash.knowledgepixels.com/"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 12
      name_id: 45
    }
    o_iri {
      prefix_id: 10
      name_id: 2
    }
  }
}
rows {
  name {
    id: 0
    value: "wasCreatedFromProvenanceTemplate"
  }
}
rows {
  name {
    id: 0
    value: "RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 13
      name_id: 46
    }
    o_iri {
      prefix_id: 3
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "wasCreatedFromPubinfoTemplate"
  }
}
rows {
  name {
    id: 0
    value: "RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 13
      name_id: 0
    }
    o_iri {
      prefix_id: 3
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI"
  }
}
rows {
  quad {
    o_iri {
      prefix_id: 0
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "wasCreatedFromTemplate"
  }
}
rows {
  name {
    id: 0
    value: "RAqQ3B45jC7-zawJqvz-fBcJmhwc98NAiXQpWpCzUbUpU"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 13
      name_id: 0
    }
    o_iri {
      prefix_id: 3
      name_id: 0
    }
  }
}
rows {
  name {
    id: 0
    value: "sig"
  }
}
rows {
  name {
    id: 0
    value: "hasAlgorithm"
  }
}
rows {
  quad {
    s_iri {
      prefix_id: 2
      name_id: 0
    }
    p_iri {
      prefix_id: 12
      name_id: 0
    }
    o_literal {
      lex: "RSA"
    }
  }
}
rows {
  name {
    id: 0
    value: "hasPublicKey"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 0
      name_id: 0
    }
    o_literal {
      lex: "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCwNmDuHNCGRTNccDpvK2x9Hdbgac9Z2e7nF9KxqArfCGNMkK5UcEBeNv6Lx1mgUVXAL6cZERLL1Fssu7cLZEdaAUiPTkCLSNWWLbBNTTlVWR9+2dP00VrRToaqDYhZBo3E6Psc+GfOyDNJJ7n7r2vVsDiLMsUmQCHeLiX4pXukfwIDAQAB"
    }
  }
}
rows {
  name {
    id: 0
    value: "hasSignature"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 0
      name_id: 0
    }
    o_literal {
      lex: "F42bkkHKzdtJYy8EzaGKsrZ46WhWrclM1NXEo+7KlISc0sWO+QVbE2Vl62mRHI1VM5Z6p0SIl63n+Gb/QE3TR+ehtnk23fYG0A4uMOsrl1RSDN8ZTJiBOctKHzd3Q2ZC+Q/pG9qdZkrFzNeC1sPdmixipXNBUO83XZ0dUsih3NY="
    }
  }
}
rows {
  name {
    id: 0
    value: "hasSignatureTarget"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 0
      name_id: 0
    }
    o_iri {
      prefix_id: 3
      name_id: 1
    }
  }
}
rows {
  name {
    id: 0
    value: "signedBy"
  }
}
rows {
  quad {
    p_iri {
      prefix_id: 12
      name_id: 58
    }
    o_iri {
      prefix_id: 9
      name_id: 24
    }
  }
}