. . . . "2025-12-26"^^ . . . "Quantum Computing for Biodiversity - Search Execution Results" . . "Title/abstract screening: 569 records actively screened, 286 excluded as not relevant, 1080 not screened (AI stopping rule reached after sustained pattern of irrelevant papers). Final inclusion: 283 studies passed screening, 45 excluded from nanopublication (no DOI available), 238 published as nanopublications." . "238" . "283" . "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, (5) Single screener with AI-assisted prioritization - no inter-rater reliability assessment, (6) 45 included studies lacked DOIs and could not be published as nanopublications." . "1649" . . . . . . . "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." . "AI-assisted systematic screening using ASReview LAB v2.2. Model: Naive Bayes classifier with TF-IDF feature extraction. Two-stage approach: (1) Title and abstract screening against PICO criteria using active learning prioritization, (2) Human reviewer makes all inclusion/exclusion decisions. Stopping rule: Consecutive irrelevant threshold - stopped after sustained pattern of irrelevant papers. Estimated recall: >95%." . . "Anne Fouilloux" . "Semantic Scholar Search" . "Europe PMC Search" . "IEEE Xplore (OA only) Search" . "2025-12-29T19:05:22.046482+00:00"^^ . . . . . . "Quantum Computing for Biodiversity - Search Execut..." . . . . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB" . "ntoa3IKiwtpmoZt/aqG+1QegR9cTWz0I886vJLD61UJ0GgQnmgOGUQhAOyU6JBhTj81vy5W5yxZJz/PQ3ZzxwBGFxBBP4rvzcIIP7th8hCkrt+0qJb1hD9rGutT72d6BT/3vG8eOI36qdLmkaHowvQPRe64rrTjGAVdBzdNqymDiqvT6DVJ+h8kDcPpRCRhpLL4kUDiI9xW8FTJlzQbX3UoWcw6HK//xiJROzd4y+GuFtyva+VayZV279wc27sbsA5PBL36dBFOZ07izXwEXceqSXbtVlroITAbHX0VXQYYMztwmLLSoJmgS4t9iDXYkvzJNObFSAVWjfjwRB/RzyQ==" . . . "OpenAlex Search" . "PubMed Search" . "arXiv Search" .