Evidence map›Paper›PMID 41466051›Full record

ArticleScientific reports2025

Evaluation of the performance of bio-oil modified asphalt mixtures through response surface methodology and optimization techniques.

Basit Ali, Peilong Li, Mostefa Hani, Yazid Chetbani, Mohamed Sahraoui, Ahmed Belaadi, Ibrahim M H Alshaikh, Messaouda Boumaaza, Sara Laib, Hakeem Jan and 1 more

Abstract read
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In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Basit AliSchool of Highway Engineering, Chang'an University, Xi'an, People's Republic of China.
Peilong LiSchool of Highway Engineering, Chang'an University, Xi'an, People's Republic of China. lipeilong@chd.edu.cn.
Mostefa HaniDepartment of Civil Engineering, Eskisehir Technical University, 26555, Eskisehir, Turkey.
Yazid ChetbaniCentre de Recherche Scientifique et Technique en Analyses Physico-Chimiques (CRAPC), Technical Platform for Physicochemical Analysis, University Center No. 02, University of Laghouat, 03000, Laghouat, Algeria.
Mohamed SahraouiInstitute of Architecture and Urbanism, Saad Dahlab Blida 1 University, Blida, Algeria.
Ahmed BelaadiDepartment of Mechanical Engineering, Faculty of Technology, University 20 Août 1955-Skikda, El-Hadaiek, Skikda, Algeria. ahmedbelaadi1@yahoo.fr.
Ibrahim M H AlshaikhDepartment of Civil Engineering, Faculty of Engineering, University of Science and Technology (USTY), Sana'a, Yemen. ibrahimalshaikh86@gmail.com.
Messaouda BoumaazaLaboratory of Civil Engineering and Hydraulics (LGCH), University 8 May 1945 Guelma, PO Box 401, 24000, Guelma, Algeria.
Sara LaibLaboratory and Department of Civil Engineering and Hydraulics, Faculty of Science and Technology, University 8 May 1945 of Guelma, BP 401, 24000, Guelma, Algeria.
Hakeem JanLincoln University College, Selanger, Malaysia.
Djamel GhernaoutChemical Engineering Department, College of Engineering, University of Ha'il, PO Box 2440, 81441, Ha'il, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effect of bio-oil (BO), derived from sugarcane bagasse, and binder content (BC) on the volumetric and mechanical performance of bituminous concrete mixtures. BO was incorporated at four substitution levels (0, 3, 6, and 9%), while the BC ranged from 3.5 to 5.5%. The experimental design was developed using response surface methodology (RSM), and the data was analyzed with analysis of variance (ANOVA) to identify the most influential parameters. The results confirmed the suitability of a quadratic model, with a coefficient of determination R

Indexed as

ANOVAAsphalt concreteBinderBio-oilOptimizationRSM

Identifiers

PMID41466051
PMCPMC12858965

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.