Evidence map›Paper›PMID 42662750›Full record

ArticleACS omega2026

Percolation-Induced Electrical Conductivity in Bio-Based Shape Memory Polybenzoxazine/Polycaprolactone Composites Reinforced with Carbon Black.

Naritsara Chaipakdee, Warot Prasanseang, Sarawut Rimdusit, Kasinee Hemvichian, Sirirat Wacharawichanant, Sunan Tiptipakorn

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS omega, 2026. 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

6 authors.

Naritsara ChaipakdeeDepartment of Physical and Material Sciences, Faculty of Liberal Arts and Science, Kasetsart University, Nakhon Pathom 73140, Thailand.
Warot PrasanseangDepartment of Physical and Material Sciences, Faculty of Liberal Arts and Science, Kasetsart University, Nakhon Pathom 73140, Thailand.
Sarawut RimdusitCenter of Excellence in Polymeric Materials for Medical Practice Devices, Department of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand.ORCID https://orcid.org/0000-0002-9531-2300
Kasinee HemvichianThailand Institute of Nuclear Technology (Public Organization), Ongkarak District, Nakornnayok 26120, Thailand.
Sirirat WacharawichanantDepartment of Chemical Engineering, Faculty of Engineering and Industrial Technology, Silpakorn University, Nakhon Pathom 73000, Thailand.
Sunan TiptipakornDepartment of Physical and Material Sciences, Faculty of Liberal Arts and Science, Kasetsart University, Nakhon Pathom 73140, Thailand.ORCID https://orcid.org/0000-0003-0544-6565

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bio-based conductive shape memory polymer composites have emerged as promising sustainable multifunctional materials for smart applications. Despite studies on conductive polymer composites and PBZ/PCL systems, limited reports are available on carbon black (CB)-reinforced bio-based polybenzoxazine/polycaprolactone (V-fa/PCL) composites. Therefore, bio-based V-fa/PCL composites containing 90 wt % PCL were reinforced with 0-30 phr CB, and thermal, mechanical, electrical, and shape memory properties were investigated. Thermal analysis showed an increase in the glass transition temperature (

Identifiers

PMID42662750
PMCPMC13520444

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Registered trials

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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.