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https://doi.org/10.12688/f1000research.166538.3
Review metrics
Revised
White paper: standards for handling and analyzing plant pan-genomes
[version 3; peer review: 3 approved, 1 approved with reservations]
Marc C. Heuermann, Pedro Barros, Sebastian Beier, Heidrun Gundlach, Jorge Alvarez-Jarreta, Keywan Hassani-Pak, Patrick König, Anne Fiebig, Tim Godec, Kristina Gruden, Nadja Nolte, Marko Petek, Uwe Scholz, Maja Zagorščak, Klaas Vandepoele, Michiel Van Bel
Peer Reviewers Sunil Kumar Sahu; Xiaoming Xie; Rutwik Barmukh; Jianping Xu
  • Funders
  • ELIXIR under the call for proposals on Biodiversity, Food Safety and Pathogens
  • Federal Ministry of Education and Research
LATEST VERSION PUBLISHED 07 May 2026
https://doi.org/10.12688/f1000research.178351.1
Systematic Review metrics AWAITING PEER REVIEW
A Deep Learning-Based User Behavior Analytics Model for Proactive Cyber Threat Detection and Risk Management: A Review
[version 1; peer review: awaiting peer review]
Paul Akampurira, Enerst Edozie, Bashir Olaniyi Sadiq, Mohammed Dahiru Buhari
Peer Reviewers Invited
PUBLISHED 06 May 2026
https://doi.org/10.12688/f1000research.174640.2
Research Article metrics
Revised
Driving Sustainable Innovation through Digital Transformation: A Behavioural Model of the Upcycling Craft Industry in Indonesia
[version 2; peer review: 2 approved with reservations]
Faza Wahmuda, Ellya Zulaikha, Hadziq Fabroyir
Peer Reviewers Naimatullah Shah; Dwinita Larasati
  • Funder
  • This research is funded by the Indonesian Endowment Fund for Education (LPDP) on behalf of the Indonesian Ministry of Higher Education, Science and Technology and managed under the EQUITY Program (Contract No. 4299/B3/DT.03.08/2025 & No 3029/PKS/ITS/2025).
LATEST VERSION PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.173837.2
Research Article metrics
Revised
Malware Detection Using RNA Encoding and Convolutional Neural Networks on the Malicious Network Dataset
[version 2; peer review: 1 approved with reservations]
Omar Fitian Rashid, Senan Ali Abd, Humam Al-Shahwani
Peer Reviewers Mohammed Subhi
LATEST VERSION PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.179102.1
Research Article metrics
AI Tools and Grammatical Performance in Arabic: A Student Perspective
[version 1; peer review: 1 approved]
Moustafa Mohamed Abouelnour, Amna Musabbeh ALQaydi, Mohammed A. Abou Adel, Ahmad M. Al Mahamed, Mona K Ibrahim, Eid G. Abo Hamza, Sadeq M. Telfah
Peer Reviewers Amr Mahmoud Abdeldaim Mohamed
  • Funder
  • Rabdan Academy
PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.180294.1
Research Article metrics AWAITING PEER REVIEW
Genomic characterization of ESBL-producing Escherichia coli isolates from patients in an orthopaedic ward in Mwanza, Tanzania
[version 1; peer review: awaiting peer review]
Gerald Mboowa, Benson R Kidenya, Ivan Sserwadda, Stephen Kanyerezi, Jeremiah Seni
Peer Reviewers Invited
  • Funders
  • Fogarty International Center of the National Institutes of Health
  • Grand Challenges Africa programme
  • Grand Challenges Africa programme
PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.178855.1
Brief Report metrics AWAITING PEER REVIEW
Understanding the Inner Workings of Large Language Models in Medicine
[version 1; peer review: awaiting peer review]
Georg Fuellen, Hans Jarchow, Johann-Christian Põder
Peer Reviewers Invited
PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.180006.1
Systematic Review metrics AWAITING PEER REVIEW
Antinutrient Dynamics in Fermented Composite Cereal–Legume Foods: A Systematic Review of Processing Effects and Nutritional Implications (2015–2025)
[version 1; peer review: awaiting peer review]
Damilola D. Afolalu, Tolulope A. Ogunnusi, Abiodun A. Ojo, Oghenerobor B. Akpor
Peer Reviewers Invited
PUBLISHED 04 May 2026
https://doi.org/10.12688/f1000research.178856.1
Data Note metrics AWAITING PEER REVIEW
RxPairEvid: an auditable, machine-learning-ready dataset of drug–drug pairs with pharmacovigilance signal features and MedDRA PT-code rationales
[version 1; peer review: awaiting peer review]
Qadeer Hashir, Muhammad Asfand-E-Yar, Asghar Ali Shah, Shabana Shoukat
Peer Reviewers Invited
PUBLISHED 04 May 2026
https://doi.org/10.12688/f1000research.178047.1
Research Article metrics AWAITING PEER REVIEW
Low-Latency Digital Health Framework for Rural Areas Leveraging Fog Computing and 5G
[version 1; peer review: awaiting peer review]
Manas Ranjan Acharya, Sarita Tripathy, Prasant Kumar Pattnaik
Peer Reviewers Invited
  • Funder
  • NA
PUBLISHED 04 May 2026
https://doi.org/10.12688/f1000research.177782.2
Review metrics
Revised
Strategic Decisions and the Entrepreneurial Mindset in Sustaining Agribusiness SMEs in Emerging Economies: Unlocking Pathways to Resilience – A Narrative Review
[version 2; peer review: 1 approved, 1 approved with reservations]
Tom Ongesa Nyamboga
Peer Reviewers Kingsley Kofi Arthur; Manoj P Samuel and Razia Muhammed
LATEST VERSION PUBLISHED 04 May 2026
https://doi.org/10.12688/f1000research.145869.2
Opinion Article metrics
Revised
Geophysics for the environment in Indonesia
[version 2; peer review: 2 approved with reservations]
Achmad Darul, Dasapta Erwin Irawan, Eleonora Agustine
Peer Reviewers Joseph Omeiza Alao; Pradeep Naik and Dr. Subhash Chandra Singh
  • Funder
  • Institut Teknologi Bandung
LATEST VERSION PUBLISHED 04 May 2026
https://doi.org/10.12688/f1000research.179128.1
Data Note metrics AWAITING PEER REVIEW
Long-read sequencing of Dipterocarpus littoralis (Dipterocarpaceae), a critically endangered tree endemic to Nusakambangan Island, Indonesia: Resource for chloroplast genome, phylogenetic, and biosynthetic gene clusters studies
[version 1; peer review: awaiting peer review]
Fifi Gus Dwiyanti, Rahadian Pratama, Dwi Wahyuni, Satria Ardhe Kautsar, Fitri Indriani, Henti Hendalastuti Rachmat, Koichi Kamiya, Iskandar Zulkarnaen Siregar
Peer Reviewers Invited
  • Funder
  • The National Competitive Basic Research (Skema Penelitian Dasar Kompetitif Nasional) 2021-2022 entitled
PUBLISHED 04 May 2026
https://doi.org/10.12688/f1000research.179770.1
Research Article metrics AWAITING PEER REVIEW
Kaizen as a Circular Economy Enabler in Agro-Industrial Banana Operations: Empirical Evidence of Plastic Waste Reduction and Material Value Recovery
[version 1; peer review: awaiting peer review]
Oscar Alonso Quesquén Revilla, Heyner Aquino Castrejón, Luis Edgardo Cruz Salinas
Peer Reviewers Invited
PUBLISHED 02 May 2026
https://doi.org/10.12688/f1000research.179903.1
Genome Note metrics AWAITING PEER REVIEW
Complete genome sequence of Halorubrum pleomorphic virus 8
[version 1; peer review: awaiting peer review]
Tatiana Demina, Elina Laanto, Hanna M. Oksanen
Peer Reviewers Invited
  • Funders
  • the University of Helsinki and Research Council of Finland by funding for FINStruct and Instruct Centre FI, part of Biocenter Finland and Instruct-ERIC and Horizon MSCA
  • Research Council of Finland
  • Helsinki University Library
  • European Research Council (ERC) under the European Union’s Horizon Europe research and innovation programme
  • Kone Foundation
PUBLISHED 30 Apr 2026
https://doi.org/10.12688/f1000research.178929.1
Data Note metrics AWAITING PEER REVIEW
A guide to selecting high-performing antibodies for SCARB2 (UniProt ID: Q14108) for use in western blot, immunoprecipitation, and immunofluorescence
[version 1; peer review: awaiting peer review]
Vera Ruíz Moleón, Charles Alende, Maryam Fothouhi, Sara González Bolívar, Riham Ayoubi, Vincent Francis, Peter S. McPherson, Carl Laflamme
Peer Reviewers Invited
  • Funder
  • This research was partly funded by the G-Can (GBA1-Canada) initiative, an open-science collaboration dedicated to advancing research on Parkinson's disease associated with GBA1 mutations. G-Can is supported by The Hilary & Galen Weston Foundation, Silverstein Foundation, and J. Sebastian van Berkom and Ghislaine Saucier. This work was also supported by a grant from the Quebec Consortium for Drug Discovery (CQDM), a grant from the Ministère de l’Économie, de l’Innovation et de l’Énergie du Québec. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
PUBLISHED 30 Apr 2026
https://doi.org/10.12688/f1000research.174900.1
Research Article metrics
Continuous Flow injection analysis-turbidimetric determination of Cobalt (II) ion in different alloy samples using linear array of six snow-white LEDs as a source and one solar cell as an energy transducer
[version 1; peer review: 1 not approved]
Zainab Zahid Ahmed, Nagham Shakir Turkey, Murtadha Hadi Athab, Muntadar A. H. Al-Yassiri
Peer Reviewers Suvarna Yenduri
PUBLISHED 30 Apr 2026
https://doi.org/10.12688/f1000research.173831.2
Research Article metrics
Revised
Structure of the (Total) Transformation Monoids Under Rank N Generators
[version 2; peer review: 2 approved]
Hala M. Sulaiman, Asawer Al-Aadhami
Peer Reviewers Dr. Sanaa Ahmed Bajri; Katrina Belleza Fuentes
LATEST VERSION PUBLISHED 30 Apr 2026
https://doi.org/10.12688/f1000research.179581.1
Research Article metrics AWAITING PEER REVIEW
Design and Molecular Validation of eNOS PCR Primers for Gene Expression Studies in Rat Corpus Cavernosum: A Tool for Erectile Dysfunction Research
[version 1; peer review: awaiting peer review]
Exsa Hadibrata, Wawan Abdullah Setiawan, Adinda Nurulita Putri, Sutyarso Sutyarso, Hendri Busman, Syazili Mustofa, Muhammad Farras Afif Syamhudi, Sakti Ronggowardhana Brodjonegoro
Peer Reviewers Invited
PUBLISHED 30 Apr 2026
https://doi.org/10.12688/f1000research.172134.2
Research Article metrics
Revised
Impact of high wind speed on blooming plants-honeybees-honey production model 
[version 2; peer review: 2 approved]
Zainab Hayder Abid AL-Aali, Shireen Jawad
Peer Reviewers Muhammad Sajjad Shabbir; Vinoth Seralan
LATEST VERSION PUBLISHED 29 Apr 2026
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