Nanopublications

@prefix dcterms: <http://purl.org/dc/terms/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix orcid: <https://orcid.org/> .
@prefix pav: <http://purl.org/pav/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix semsci: <https://w3id.org/semsci/semscire/> .
@prefix sub: <https://w3id.org/np/RABxlAteK_cIio5N-QmHGTMS_1ASV8eDA9iNpgA4oi8X0/> .
@prefix this: <https://w3id.org/np/RABxlAteK_cIio5N-QmHGTMS_1ASV8eDA9iNpgA4oi8X0> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

sub:Head {
  this: np:hasAssertion sub:assertion ;
    np:hasProvenance sub:provenance ;
    np:hasPublicationInfo sub:pubinfo ;
    a np:Nanopublication .
}

sub:assertion {
  <https://doi.org/10.1038/s41598-025-22524-y> semsci:hasApplicationContext sub:_1 .
  sub:_1 dcterms:description "Precise underwater classification of small aquaculture species for sustainable fisheries management and biodiversity monitoring." ;
    a semsci:ApplicationContext ;
    semsci:hasDataType "image_data" ;
    semsci:hasGeographicScope "not_applicable" ;
    semsci:hasProblemType "species_distribution_modeling" ;
    semsci:hasScale "organism" ;
    semsci:studiesTaxon "small aquafarming species" .
}

sub:provenance {
  sub:_assertion dcterms:isPartOf <https://w3id.org/np/RAvk9pmoZ2IberoDe7zUWV0bVithiy6CnbSG5y06YuKM0> ;
    pav:createdWith "LLM-assisted" ;
    prov:wasDerivedFrom <https://doi.org/10.1038/s41598-025-22524-y> , <https://w3id.org/np/RAvk9pmoZ2IberoDe7zUWV0bVithiy6CnbSG5y06YuKM0> ;
    semsci:hasValidationStatus "pending_human_review" .
  sub:assertion prov:generatedAtTime "2026-01-02T23:06:54.223781"^^xsd:dateTime ;
    prov:wasAttributedTo orcid:0000-0002-1784-2920 .
}

sub:pubinfo {
  this: prov:generatedAtTime "2026-01-02T23:06:54.223781"^^xsd:dateTime ;
    prov:wasAttributedTo orcid:0000-0002-1784-2920 .
  sub:_nanopub dcterms:subject "Variational quantum enhanced deep transfer learning for small underwater aqua species image classification." ;
    npx:wasCreatedFromTemplate <https://w3id.org/np/RAqBzkF9Ynpngp16zOX7NdDpWiNpsJdtPlt946tSmwgiA> .
  sub:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB" ;
    npx:hasSignature "RuGOF8L3AZai/tTc5rFER6EZIuJTrAMlPqYq+jU2PaQnZWaJEWXwSh6fP1yR7II4LcloZBTxpMbT5YIhJ4PyAZUdxNqtHR+IoqQl5iYLu8487sJdV+3ldavlaNqdSyaIgBn1eq6zq6/bjUXUlB0RDjXzsKfyFFdJM8KN22DsnrS3tArVxaJ+je6zne4PJDM8lA5TO+oKjGSv06edDc59kOSn2xOE8Z/kWzHOp6Ky33ZB9c0G597itXFZd2y3kQ0R7S0XAzF00g4RFPRXo7GkBg8KYN3P3WQpSGhRWOS1oiQYSdIdfNWcART4/uOz8yHLhRoM1GuUJRpv41aPGoNQug==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy orcid:0000-0002-1784-2920 .
}