Matches in Nanopublications for { ?s <https://w3id.org/sciencelive/o/terms/hasStudyCharacteristics> ?o ?g. }
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- studyAssessmentDataset hasStudyCharacteristics "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)." assertion.
- studyAssessmentDataset hasStudyCharacteristics "test..." assertion.
- studyAssessmentDataset hasStudyCharacteristics "Input: 283 papers from title/abstract screening (Study Assessment Dataset: https://w3id.org/np/RAlN5rGFTl). Method: PDF-based full-text screening against PICO criteria using LLM evaluation. LLM screening outcome: 2 papers marked as INCLUDE, both selected for detailed quote extraction and analysis. Study types: Original research on quantum optimization algorithms for biological network analysis; Perspective/review papers on quantum computing applications in ecological modeling and biodiversity research. Domains covered: Quantum optimization (QAOA), quantum machine learning, ecological network analysis, species distribution modeling, conservation optimization. Time range: Papers published 2024-2025. Replication study conducted on QOMIC paper to assess technology readiness for biodiversity applications." assertion.
- studyAssessmentDataset hasStudyCharacteristics "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)." assertion.