sub1:assertion {
  sub1:dbSearch1 rdfs:comment "Best free replacement for Scopus/WoS" ;
    rdfs:label "OpenAlex" ;
    slv:hasDatabase <https://openalex.org/> ;
    slv:hasExportFormat "BibTeX" ;
    slv:hasFilters "2015-2025" ;
    slv:hasResultsCount "467" ;
    slv:hasSearchQuery "(quantum computing OR quantum machine learning OR QML OR QAOA OR quantum annealing) AND (biodiversity OR conservation OR species distribution OR ecological network OR population genetics)" .
  sub1:dbSearch2 rdfs:comment "Essential for quantum computing preprints" ;
    rdfs:label "arXiv" ;
    slv:hasDatabase <https://arxiv.org/> ;
    slv:hasExportFormat "BibTeX" ;
    slv:hasFilters "2015-2025; Categories: quant-ph, cs.LG, cs.AI, q-bio" ;
    slv:hasResultsCount "178" ;
    slv:hasSearchQuery "(quantum computing OR quantum machine learning OR QML OR QAOA OR quantum annealing) AND (biodiversity OR conservation OR species distribution OR ecological network OR population genetics)" .
  sub1:dbSearch3 rdfs:comment "AI-enhanced search" ;
    rdfs:label "Semantic Scholar" ;
    slv:hasDatabase <https://www.semanticscholar.org/> ;
    slv:hasExportFormat "BibTeX" ;
    slv:hasFilters "2015-2025; Fields: CS, Biology, Environmental Science" ;
    slv:hasResultsCount "621" ;
    slv:hasSearchQuery "quantum computing biodiversity conservation species distribution" .
  sub1:dbSearch4 rdfs:comment "Biomedical focus" ;
    rdfs:label "PubMed" ;
    slv:hasDatabase <https://pubmed.ncbi.nlm.nih.gov/> ;
    slv:hasExportFormat "RIS/NBIB" ;
    slv:hasFilters "2015-present; English" ;
    slv:hasResultsCount "4" ;
    slv:hasSearchQuery "(quantum computing[Title/Abstract] OR quantum machine learning[Title/Abstract] OR quantum annealing[Title/Abstract]) AND (biodiversity[Title/Abstract] OR conservation[Title/Abstract] OR species distribution[Title/Abstract] OR population genetics[Title/Abstract])" .
  sub1:dbSearch5 rdfs:comment "OA content only due to paywall" ;
    rdfs:label "IEEE Xplore (OA only)" ;
    slv:hasDatabase <https://ieeexplore.ieee.org/> ;
    slv:hasExportFormat "RIS" ;
    slv:hasFilters "2015-2025; Open Access Only" ;
    slv:hasResultsCount "0" ;
    slv:hasSearchQuery "(\"quantum computing\" OR \"quantum machine learning\" OR \"QML\" OR \"QAOA\" OR \"quantum annealing\") AND (\"biodiversity\" OR \"conservation\" OR \"species distribution\" OR \"ecological network\" OR \"population genetics\")" .
  sub1:dbSearch6 rdfs:comment "Complements PubMed with European repository content" ;
    rdfs:label "Europe PMC" ;
    slv:hasDatabase <https://europepmc.org/> ;
    slv:hasExportFormat "RIS" ;
    slv:hasFilters "2015-2025; Open Access" ;
    slv:hasResultsCount "597" ;
    slv:hasSearchQuery "(quantum computing OR quantum machine learning) AND (biodiversity OR conservation OR species distribution)" .
  sub1:searchExecutionDataset dcterms:created "2025-12-26"^^xsd:date ;
    dcterms:isPartOf <https://w3id.org/np/RA8B3ptXUOsN7obpkFGtA0FBmsh0OnID53wOsUIpSKTcg> ;
    a slv:SearchExecutionDataset ;
    rdfs:label "Quantum Computing for Biodiversity - Search Execution Results" ;
    slv:hasExclusionBreakdown "Title/abstract exclusions: Not about quantum computing (XXX), Not about biodiversity/conservation (XXX), Not primary research (XXX). Full-text exclusions: Full text not available (XXX), Not in English (XXX), Outside date range (XXX), Other (XXX)." ;
    slv:hasFinalIncludedStudyCount "XXX" ;
    slv:hasFulltextScreenedRecordCount "XXX" ;
    slv:hasLimitations "Limitations: (1) Scopus and Web of Science replaced with OpenAlex and Semantic Scholar due to subscription access requirements - OpenAlex provides comparable bibliographic coverage, (2) IEEE Xplore restricted to Open Access content only due to paywall constraints - may underrepresent paywalled IEEE conference proceedings, (3) Emerging field with inconsistent terminology may affect recall, (4) Grey literature (technical reports, working papers) not systematically searched." ;
    slv:hasScreenedRecordCount "1616" ;
    slv:includesDbSearch sub1:dbSearch1 , sub1:dbSearch2 , sub1:dbSearch3 , sub1:dbSearch4 , sub1:dbSearch5 , sub1:dbSearch6 ;
    slv:usesDeduplicationMethodology "Records from all 6 databases combined using Zotero. Automatic deduplication on DOI and title fields. Manual review of potential duplicates (similar titles, matching authors). Expected high overlap between OpenAlex, Semantic Scholar, and PubMed." ;
    slv:usesReviewMethodology "Single reviewer screening with validation by second reviewer on 20% sample given emerging interdisciplinary nature of the topic." ;
    slv:usesScreeningMethodology "Two-stage screening: (1) Title and abstract screening against PICO criteria - must address quantum computing methods AND biodiversity/conservation applications, (2) Full-text review for methodological rigor and relevance. Exclusions: opinion pieces, editorials without methods, theoretical quantum physics without biological application." .
}