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<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> <http://www.nanopub.org/nschema#hasProvenance> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/Head> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> <http://www.nanopub.org/nschema#hasPublicationInfo> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/Head> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.nanopub.org/nschema#Nanopublication> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/Head> .
<https://doi.org/10.1038/s41598-025-22524-y> <https://w3id.org/semsci/semscire/hasBiasAssessment> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <https://w3id.org/semsci/semscire/BiasAssessment> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <http://www.w3.org/2000/01/rdf-schema#comment> "Limited information on sample size and validation approach." <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/semsci/semscire/Detectionbias> "unclear" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/semsci/semscire/Otherbias> "unclear" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/semsci/semscire/Performancebias> "unclear" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/semsci/semscire/Reportingbias> "unclear" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/semsci/semscire/Selectionbias> "unclear" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_1> <https://w3id.org/semsci/semscire/hasOverallRisk> "moderate" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_assertion> <http://purl.org/dc/terms/isPartOf> <https://w3id.org/np/RAvk9pmoZ2IberoDe7zUWV0bVithiy6CnbSG5y06YuKM0> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_assertion> <http://purl.org/pav/createdWith> "LLM-assisted" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_assertion> <http://www.w3.org/ns/prov#wasDerivedFrom> <https://doi.org/10.1038/s41598-025-22524-y> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_assertion> <http://www.w3.org/ns/prov#wasDerivedFrom> <https://w3id.org/np/RAvk9pmoZ2IberoDe7zUWV0bVithiy6CnbSG5y06YuKM0> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_assertion> <https://w3id.org/semsci/semscire/hasValidationStatus> "pending_human_review" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> <http://www.w3.org/ns/prov#generatedAtTime> "2026-01-02T23:06:54.659493"^^<http://www.w3.org/2001/XMLSchema#dateTime> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/assertion> <http://www.w3.org/ns/prov#wasAttributedTo> <https://orcid.org/0000-0002-1784-2920> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/provenance> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> <http://www.w3.org/ns/prov#generatedAtTime> "2026-01-02T23:06:54.659493"^^<http://www.w3.org/2001/XMLSchema#dateTime> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> <http://www.w3.org/ns/prov#wasAttributedTo> <https://orcid.org/0000-0002-1784-2920> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_nanopub> <http://purl.org/dc/terms/subject> "Variational quantum enhanced deep transfer learning for small underwater aqua species image classification." <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/_nanopub> <http://purl.org/nanopub/x/wasCreatedFromTemplate> <https://w3id.org/np/RA3gQDMnYbKCTiQeiUYJYBaH6HUhz8f3HIg71itlsZDgA> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/sig> <http://purl.org/nanopub/x/hasAlgorithm> "RSA" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/sig> <http://purl.org/nanopub/x/hasPublicKey> "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/sig> <http://purl.org/nanopub/x/hasSignature> "mspiqt8hQNXiWMJccLQRU975unOrWBGv//fRaKwW4QQ5Vq/KaKuOZoBbky9nhDRFS6rQk04fa/noO52koQl/JXs8dJozxbqpjtkk8KGJRHb99V2tYMKaSAlDh3H3iMzPrEiDA8IRVFoAIb+OnEWt5X0Tj5+9IxILV6oS9zavyzsuedI29TS7wp3hFeAF6rYnFvtY0a811+Umc5j5fZrGLdyCgA7jpF4nusAJIjsNDs48HoKd1Rp1iuAuiUlGKDVHoUeIXIWaxzJNlpoBgLDtTNOmnjr45fTH/PVcI+M0fchNTTNm8JFNFz+uKM0e3ByxL9hvMVqxNkLTuROJCZ6ijQ==" <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/sig> <http://purl.org/nanopub/x/hasSignatureTarget> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .
<https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/sig> <http://purl.org/nanopub/x/signedBy> <https://orcid.org/0000-0002-1784-2920> <https://w3id.org/np/RAa9VMmP18IMgr5TQ5fXk2y1vMSDljO-s6mNDTEtZcFx0/pubinfo> .