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sig

Full identifier: https://w3id.org/np/RAx_ZQScbvsz7Rvqk8scSYx06zojCc6Gjcvkxjj_MKwVM/sig

Minted in Nanopublication

Study Assessment Dataset: Quantum Computing Applic... StudyAssessmentDataset comment approve/disapprove edit as derived nanopublication create new with same template

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/sciencelive/o/terms/StudyAssessmentDataset study assessment dataset .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Study Assessment Dataset: Quantum Computing Applications in Biodiversity Research"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://purl.org/dc/terms/isPartOf is part of https://w3id.org/np/RA8B3ptXUO...

RA8B3ptXUO

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://purl.org/dc/terms/created was completed on (this is a literal)

"2025-12-27"

(xsd:date) .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

https://w3id.org/sciencelive/o/terms/followsEligibilityCriteria follows the eligibility criteria (this is a literal)

"Exploratory scoping review with inclusive screening. INCLUSION: Studies applying quantum computing methods to biodiversity or ecological research; Studies on biodiversity/ecology topics that could potentially benefit from quantum computing approaches; Studies on quantum algorithms relevant to environmental modeling, optimization, or data analysis; Peer-reviewed articles, preprints, and conference papers; Publications from 2015-2025; English language publications. EXCLUSION: Clearly off-topic papers (neither quantum computing nor biodiversity related); Conference abstracts only; Non-English publications; Retracted papers. NOTE: Screening used subjective judgment to identify papers with potential relevance to the intersection of quantum computing and biodiversity, including biodiversity studies that might benefit from quantum approaches even without explicit quantum computing content."

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

https://w3id.org/sciencelive/o/terms/usesAssessmentTechnique used the assessment technique (this is a literal)

"AI-assisted systematic screening using active learning. Tool: ASReview LAB v2.2 (https://asreview.nl/). Model: Naive Bayes classifier with TF-IDF feature extraction. Screening type: Title and abstract screening. Screeners: 1. Stopping rule: Consecutive irrelevant threshold - stopped after sustained pattern of irrelevant papers. Estimated recall: >95%."

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

https://w3id.org/sciencelive/o/terms/hasStudyCharacteristics has the study characteristics (this is a literal)

"Time range: 2015-2025. Databases searched: OpenAlex, arXiv, PubMed, Europe PMC, Semantic Scholar. Domains: Quantum computing, Quantum machine learning, Biodiversity, Conservation biology, Ecological modeling, Species distribution modeling. Study types: Original research, Method development, Application studies, Computational experiments. Total records: 1649. Records screened: 569. Records included: 283. Records excluded: 286. Not screened (AI stopped): 1080. Nanopubs published: 238 (45 skipped due to missing DOIs)."

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://purl.org/dc/terms/hasExtractionMethod used the extraction method (this is a literal)

"Automated extraction from academic database APIs with manual verification. Data extracted: Title, Authors, Year, DOI, Abstract, Journal/Source. Tools used: OpenAlex API, arXiv API, PubMed E-utilities, Europe PMC API, Semantic Scholar API, Zotero reference manager."

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://purl.org/dc/terms/hasStudyResults includes the study results (this is a literal)

"283 studies identified as potentially relevant to quantum computing applications in biodiversity research. 238 studies with DOIs published as individual Study Inclusion nanopublications. Studies span quantum algorithms, quantum machine learning, ecological modeling, species identification, and conservation optimization."

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

http://purl.org/dc/terms/hasQualityAssessment has the quality assessment (this is a literal)

"AI-assisted prioritization with subjective human decision-making. ASReview LAB uses active learning to prioritize papers most likely to be relevant, while human reviewer makes all inclusion/exclusion decisions based on subjective assessment of potential relevance. Bias considerations: Single screener's subjective interpretation of 'potential relevance'; Active learning may miss relevant papers in unexplored regions of feature space; No inter-rater reliability assessment; English language bias; Inclusive approach may result in heterogeneous study population."

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

https://w3id.org/sciencelive/o/terms/hasDatasetFileLocation has the dataset file location https://zenodo.org/records/18070378

records/18070378

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

https://w3id.org/sciencelive/o/terms/hasLimitations has the limitations (this is a literal)

"Single screener with subjective judgment - no independent verification. Inclusive screening approach: some included papers may not directly address quantum computing. AI-assisted screening may have missed relevant studies in unscreened portion. Limited to English language publications. Quantum computing and biodiversity are rapidly evolving fields - findings may become outdated. Interdisciplinary nature makes comprehensive coverage challenging. 45 included studies lacked DOIs and could not be published as nanopubs."

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAx_ZQScbv.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/

Attribution 4.0 International (CC BY 4.0)

https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Anne Fouilloux"

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Study Assessment Dataset: Quantum Computing Applic..."

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2025-12-27T18:01:06.231000+00:00"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RAwQj3SNio...

RAwQj3SNio

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template https://w3id.org/np/RA7lSq6MuK...

RA7lSq6MuK

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA0J4vUn_d...

RA0J4vUn_d

RAukAcWHRD

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../studyAssessmentDataset

studyAssessmentDataset

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"P3jrWedCe/54y+ZlyBeIpRyBinxeDcKbw5pCg9keWaJ866zHIFa7hL+JjB0Mu1QZlETaOD4V6hsebPqYfaKUm29AOcw4RJOnc7//nlK1dA6e9RWjtEBMWPg35UllagjV5N6yxB5l/R1qYpkCFwoKxPHD31R4fil8BQjW7Zf5mWz0vEtHXQtwjXjziydqgepcaz3l0OB3KKYvqoLlyTIQvvbUseA4JVawRaj82qKjVpLCfAGKjFyFOJ7c2exAkzM0SsJqZqqIKmn0U+3NdO2yTBVS5LvnF6mZYKEKB/RGC7+0Y22B2BiNcv5LepesEAUP7Ko2B+R/3IHReah5MdrUJg=="

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAx_ZQScbv.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/np/RAx_ZQScbv... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.knowledgepixels.com/

nanodash.knowledgepixels.com

Anne Fouilloux, 27 Dec 2025, 18:01:06 UTC

References

Nanopublication	Part	Subject	Predicate	Object	Published By	Published On
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