. . . . "Best free replacement for Scopus/WoS" . "OpenAlex" . . "BibTeX" . "2015-2025" . "467" . "(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)" . "Essential for quantum computing preprints" . "arXiv" . . "BibTeX" . "2015-2025; Categories: quant-ph, cs.LG, cs.AI, q-bio" . "178" . "(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)" . "AI-enhanced search" . "Semantic Scholar" . . "BibTeX" . "2015-2025; Fields: CS, Biology, Environmental Science" . "621" . "quantum computing biodiversity conservation species distribution" . "Biomedical focus" . "PubMed" . . "RIS/NBIB" . "2015-present; English" . "4" . "(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])" . "OA content only due to paywall" . "IEEE Xplore (OA only)" . . "RIS" . "2015-2025; Open Access Only" . "0" . "(\"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\")" . "Complements PubMed with European repository content" . "Europe PMC" . . "RIS" . "2015-2025; Open Access" . "597" . "(quantum computing OR quantum machine learning) AND (biodiversity OR conservation OR species distribution)" . "2025-12-26"^^ . . . "Quantum Computing for Biodiversity - Search Execution Results" . "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)." . "XXX" . "XXX" . "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." . "1616" . . . . . . . "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." . "Single reviewer screening with validation by second reviewer on 20% sample given emerging interdisciplinary nature of the topic." . "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." . . "Anne Fouilloux" . "2025-12-26T18:40:02.181000+00:00"^^ . . . . . "Quantum Computing for Biodiversity - Search Execut..." . . . . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB" . "iHZEbde3FnSsQGBpFc/CEbWZ2FBIKOh1jAeABx+DbFkIP113dtEiwkSE5S9ExOIr8eGeExkxhY5vsfKTWDfEZ2lVdlD3AxDhZIipKGl/oppsvSE8y+T+OkkgDyZhVnPHHrR5YWSZoNNFYZ0Bt6SBvmZqO2CROvY/92Fywov0e6pxjMCudx7L+7itx5IO3l8FjIhZnMErSsRl5/11OVoHTP7FzyZ3gtiv+RJau63tH+2qU/1sCv52TfwTPt3rvu3PC5LvOcdN6pAwoILN89r8vijikOjL5KyUWDgRxFfdTF+2cr1Y6dpy/HFNJwjx66NCjCMu0QSLJkjn1Mhg2CuFlg==" . . .