@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 rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix semsci: <https://w3id.org/semsci/semscire/> .
@prefix sub: <https://w3id.org/np/RAogJtGvOobtpdYF0JQmGki0x3w_dtvAwwpaby7PeWjdA/> .
@prefix this: <https://w3id.org/np/RAogJtGvOobtpdYF0JQmGki0x3w_dtvAwwpaby7PeWjdA> .
@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:hasClaim sub:_1 .
  
  sub:_1 a semsci:ScientificClaim;
    rdfs:label "The proposed Variational Quantum Enhanced Deep Transfer Learning framework achieves high classification accuracy (up to 99.25%) with reduced computational complexity.";
    semsci:hasClaimType "finding";
    semsci:hasEvidenceStrength "high" .
}

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 "2026-01-02T23:06:55.117491"^^xsd:dateTime;
    prov:wasAttributedTo orcid:0000-0002-1784-2920 .
}

sub:pubinfo {
  this: prov:generatedAtTime "2026-01-02T23:06:55.117491"^^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/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA> .
  
  sub:sig npx:hasAlgorithm "RSA";
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}