@prefix dcterms: .
@prefix np: .
@prefix npx: .
@prefix orcid: .
@prefix pav: .
@prefix prov: .
@prefix semsci: .
@prefix sub: .
@prefix this: .
@prefix xsd: .
sub:Head {
this: np:hasAssertion sub:assertion;
np:hasProvenance sub:provenance;
np:hasPublicationInfo sub:pubinfo;
a np:Nanopublication .
}
sub:assertion {
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 ;
pav:createdWith "LLM-assisted";
prov:wasDerivedFrom , ;
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 .
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 .
}