@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/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/> .
@prefix this: <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> .
@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:hasBiasAssessment sub:_1 .
  
  sub:_1 a semsci:BiasAssessment;
    rdfs:comment "Limited information on sample size and validation approach.";
    semsci:Detectionbias "unclear";
    semsci:Otherbias "unclear";
    semsci:Performancebias "unclear";
    semsci:Reportingbias "unclear";
    semsci:Selectionbias "unclear";
    semsci:hasOverallRisk "moderate" .
}

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 "2026-01-02T23:06:54.659493"^^xsd:dateTime;
    prov:wasAttributedTo orcid:0000-0002-1784-2920 .
}

sub:pubinfo {
  this: prov:generatedAtTime "2026-01-02T23:06:54.659493"^^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/RA3gQDMnYbKCTiQeiUYJYBaH6HUhz8f3HIg71itlsZDgA> .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB";
    npx:hasSignature "mspiqt8hQNXiWMJccLQRU975unOrWBGv//fRaKwW4QQ5Vq/KaKuOZoBbky9nhDRFS6rQk04fa/noO52koQl/JXs8dJozxbqpjtkk8KGJRHb99V2tYMKaSAlDh3H3iMzPrEiDA8IRVFoAIb+OnEWt5X0Tj5+9IxILV6oS9zavyzsuedI29TS7wp3hFeAF6rYnFvtY0a811+Umc5j5fZrGLdyCgA7jpF4nusAJIjsNDs48HoKd1Rp1iuAuiUlGKDVHoUeIXIWaxzJNlpoBgLDtTNOmnjr45fTH/PVcI+M0fchNTTNm8JFNFz+uKM0e3ByxL9hvMVqxNkLTuROJCZ6ijQ==";
    npx:hasSignatureTarget this:;
    npx:signedBy orcid:0000-0002-1784-2920 .
}