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https://doi.org/10.12688/f1000research.167325.2
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Revised
Moderate regulations are optimal for HOs' program expense allocations: Findings from the combination of mechanism design and k-means clustering
[version 2; peer review: 1 approved]
Fuminobu Mizutani, Yuko Uehara
Peer Reviewers Nurul Hidayana Mohd Noor
  • Funder
  • Air Force Office of Scientific Research
LATEST VERSION PUBLISHED 31 Dec 2025
https://doi.org/10.12688/f1000research.174640.1
Research Article metrics
Driving Sustainable Innovation through Digital Transformation: A Behavioural Model of the Upcycling Craft Industry in Indonesia
[version 1; 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).
PUBLISHED 30 Dec 2025
https://doi.org/10.12688/f1000research.174118.1
Research Article metrics AWAITING PEER REVIEW
Pathophysiology and Biomarkers in Rheumatoid Arthritis Patients: Immunological and Erythrocyte Sedimentation Rate Alterations
[version 1; peer review: awaiting peer review]
Mohammed Y.I. Al-Hamadani, Hussain Abdalwahab Bdewi, Ashjan Mohammed Hussein, Anwar Khalil Ismael, Leqaa M Aziz, Mokhtar I Yousef
Peer Reviewers Invited
PUBLISHED 26 Dec 2025
https://doi.org/10.12688/f1000research.172333.1
Research Article metrics
An Iterative Approach for Solving Fractional Differential Equations Using the α-Generalized Daftardar–Jafari Method
[version 1; peer review: 1 approved]
Sahib Abdulkadhim Sachit, Hassan Kamil Jassim
Peer Reviewers Peter Olatunji
PUBLISHED 23 Dec 2025
https://doi.org/10.12688/f1000research.173734.1
Research Article metrics
Employing Fixed-Point Theory for Fuzzy Regression Analysis: Methodology and Empirical Application
[version 1; peer review: 1 approved, 1 approved with reservations]
Naeem Malik Jasim, Mushtaq K. Abdalrahem
Peer Reviewers Vahid Shafaie; Areej Tawfeeq Hameed
PUBLISHED 23 Dec 2025
https://doi.org/10.12688/f1000research.173842.1
Research Article metrics
Clinical Risk Factors and Antimicrobial Resistance Patterns of Multidrug Resistant Enterobacter cloacae Isolates from Hospitalized Patients.
[version 1; peer review: 1 approved with reservations]
Sarah Ahmed Hasan, Ali Hasan Mohamed, Gulbahar F. Karim
Peer Reviewers Alberto Pintor-Cora
PUBLISHED 22 Dec 2025
https://doi.org/10.12688/f1000research.173116.1
Opinion Article metrics
Strengthening bioinformatics education: e-learning initiatives across ELIXIR Nodes and Communities
[version 1; peer review: 1 approved, 2 approved with reservations]
Monique Zahn-Zabala, Minna Ahokas, Bérénice Batut, Sebastian Beier, Alexander Botzki, Alexia Cardona, Kristina Gruden, Eija Korpelainen, Maria Lehtivaara, Brane Leskosek, Bogdan Mirăuță, Ajay Mishra, Cyril Pommier, Krzysztof Poterlowicz, Helena Rasche, Olivier Sand, Rob Waterhouse, Samantha Wittke, Cătălina Zenoaga-Barbăroșie, Mihail Anton, Daniel Wibberg
Peer Reviewers Michelle D. Brazas; Ming Chen; Gangqing Hu
PUBLISHED 22 Dec 2025
https://doi.org/10.12688/f1000research.172407.1
Research Article metrics
Bioinformatics-based Investigation to Unveiling The miRNA-Immunity Axis in The Tumor Microenvironment of Pancreatic Cancer
[version 1; peer review: 1 approved with reservations]
Mohammed Salih AL-Janaby, Salah H. Mannoush, Saif S. Al-Janabi, Ahmed AbdulJabbar Suleiman, Ali Hazim Abdulkareem, Anmar Kamil Alalwani, Mustafa M. Fahad
Peer Reviewers Fadehl Lafta
  • Funder
  • The authors received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.
PUBLISHED 16 Dec 2025
https://doi.org/10.12688/f1000research.172383.1
Research Article metrics
Application of K-Means Clustering for Job Applicant Analysis in Construction Firms Using R
[version 1; peer review: 2 approved with reservations]
Daniel Jesayanto Jaya, Wahyu Muhammad Ramdhani, Endang Wati, Yogi Novario Nandes, Ilma Zahriyatun Nadhiroh, Reza Bakhrun Fidianto Pade
Peer Reviewers Sonia Najam Shaikh; Deepak Gupta
  • Funder
  • Lembaga Pengelola Dana Pendidikan
PUBLISHED 10 Dec 2025
https://doi.org/10.12688/f1000research.166387.2
Case Study metrics
Revised
Enhancing Efficiency in Multi-Stage Pharmaceutical Manufacturing: A Process-Based Network DEA Approach
[version 2; peer review: 1 approved, 1 approved with reservations, 1 not approved]
Syarifa Hanoum, Mahmood Shubbak
Peer Reviewers pravin Ullagaddi; Kassu Jilcha; Rashed Ahmed
  • Funder
  • Department of Business Management, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia
LATEST VERSION PUBLISHED 04 Dec 2025
https://doi.org/10.12688/f1000research.172017.1
Review metrics AWAITING PEER REVIEW
Possible security threats coming from IOT medicine sensor calibration process
[version 1; peer review: awaiting peer review]
Laimonas Kairiukstis, Kamilė Kairiūkštytė, Edvinas Norvilas
Peer Reviewers Invited
  • Funder
  • Lietuvos Inžinerijos Kolegija Higher Education Institution
PUBLISHED 27 Nov 2025
https://doi.org/10.12688/f1000research.172683.1
Brief Report metrics
THC vape use patterns and device features: Observations from user-posted videos
[version 1; peer review: 1 not approved]
Layla Shihadeh, Hadi Fares, Mario El Hourani
Peer Reviewers Valeria lallai
PUBLISHED 27 Nov 2025
https://doi.org/10.12688/f1000research.172790.1
Research Article metrics
Dynamic Programming for Optimal Maintenance of Systems with Degradation and Traumatic Event Failures
[version 1; peer review: 1 approved]
khamiss cheikh, EL Mostapha Boudi, Rabi Rabi, Hamza Mokhliss
Peer Reviewers Li Yang
PUBLISHED 26 Nov 2025
https://doi.org/10.12688/f1000research.171946.1
Research Article metrics AWAITING PEER REVIEW
Developing a Systemic Framework to Reduce the Bullwhip Effect in the Construction Industry: Empirical Insights and Practical Implications
[version 1; peer review: awaiting peer review]
Hesham Almomani, Abdallah AlAlawin, Osama Al Meanazel, Mazin Obaidat
Peer Reviewers Invited
PUBLISHED 21 Nov 2025
https://doi.org/10.12688/f1000research.171563.1
Research Article metrics
Values Deduced to Apply the Pavement Condition Index Methodology to Ecuador
[version 1; peer review: 1 approved, 1 not approved]
JESSICA BRITO, Alexis Andrade, Villacrés Edison, Carolina Merino, Roberto Vallejo
Peer Reviewers Jesner Sereni Ildefonso; Samuel Labi
PUBLISHED 18 Nov 2025
https://doi.org/10.12688/f1000research.168305.1
Software Tool Article metrics AWAITING PEER REVIEW
ggEDA: Visualisations for exploratory data analysis using tiled one-dimensional graphics and parallel coordinate plots
[version 1; peer review: awaiting peer review]
Sam El-Kamand, Julian M.W. Quinn, Mark J. Cowley
Peer Reviewers Invited
  • Funders
  • Cancer Australia
  • Australian Medical Research Future Fund (MRFF Emerging Priorities and Consumer-Driven Research Initiative)
  • Luminesce Alliance – Innovation for Children’s Health
  • My Room Children’s Cancer Charity
PUBLISHED 13 Nov 2025
https://doi.org/10.12688/f1000research.170106.1
Research Article metrics
Aerodynamic Performance Enhancement of Crm Nacelle Under Transonic Flow: A Comprehensive Cfd-based Optimization Approach
[version 1; peer review: 1 approved with reservations]
J K Ajay Kumar, Sudheendra Prabhu K, A S Veerendra, Sudhir Shastry Y B, Srinivas G
Peer Reviewers Andrew Ragai Henry Rigit
PUBLISHED 10 Nov 2025
https://doi.org/10.12688/f1000research.164633.3
Research Article metrics
Revised
Solar-powered motion sensor for farm monitoring and surveillance: a solar-powered assisted process
[version 3; peer review: 4 approved with reservations]
Foziah Gazzawe, Marwan Albahar
Peer Reviewers Roshahliza M. Ramli; G. Radhika Deshmukh; Gangu Dharmaraju; K Kamakshi Priya
  • Funder
  • Umm Al-Qura University
LATEST VERSION PUBLISHED 04 Nov 2025
https://doi.org/10.12688/f1000research.171076.1
Research Article metrics
Aerodynamic Performance of a Baja SAE Vehicle Using Hybrid RANS-LES Approach
[version 1; peer review: 1 not approved]
Sergio A. Ardila Gomez, Jessica G. Maradey Lazaro, Jhon J. Quiñones, Deisy Y. Rodriguez Sarmiento
Peer Reviewers Adit S Misar
  • Funder
  • Universidad Autonoma de Bucaramanga
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.169545.1
Software Tool Article metrics AWAITING PEER REVIEW
AIr - Artificial Intelligence Risk of bias tool (AIr)
[version 1; peer review: awaiting peer review]
Hannah Glatzel, Solange Bramer, Katie Malone, Ranu Baral, Muhammad Hamza Shah, Sakshi Roy, Arjun Ahluwalia, Kirshun Suvendiran, Joanne Lac, Girishkumar Sivakumar, YuZhi Phuah, Lily Snell, Karish Thavabalan, Carmen Lucia Garcia Pérez, Reubeen Ahmad, Niraj S Kumar, Mahmood Ahmad
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
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