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Record W4405682604 · doi:10.1002/pen.27055

A green synthesis route of <scp>ZnO</scp> /polyhydroxybutyrate composites with antibacterial and biodegradable properties

2024· article· en· W4405682604 on OpenAlexafffund
Safa Ladhari, Nhu‐Nang Vu, Bich Van Tran, Thi Ha Chi Nguyen, Alireza Saïdi, Simon Barnabé, Cyrille Sollogoub, Phuong Nguyen‐Tri

Bibliographic record

VenuePolymer Engineering and Science · 2024
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsInstitut de recherche Robert-Sauvé en santé et en sécurité du travailUniversité du Québec à Trois-Rivières
FundersNatural Sciences and Engineering Research Council of CanadaInstitut de Recherche Robert-Sauvé en Santé et en Sécurité du TravailCentre de Recherche sur les Systèmes Polymères et Composites à Haute Performance
KeywordsPolyhydroxybutyrateMaterials scienceComposite materialBacteria

Abstract

fetched live from OpenAlex

Abstract The development of environmentally friendly polymer‐based materials with antibacterial and biodegradable properties is bringing significant benefits to the packaging industry. In the present work, green‐synthesized zinc oxide microporous particles (ZnO MPs) are dispersed in the poly(3‐hydroxybutyrate) (PHB) matrix using a simple casting method to prepare bioactive films with improved antibacterial and anti‐biofouling properties. The resultant films display a microporous morphology with a uniform dispersion of ZnO MPs within the polymeric matrix. The incorporation of green‐synthesized ZnO MPs (3% wt) into PHB films leads to potent antibacterial activity, notably under LED light, with bacterial inactivation efficiencies of 97.5% and 76.2% against Escherichia coli and Staphylococcus epidermidis , respectively, after 90 min of light irradiation. This antibacterial activity is superior to that induced by films loaded with the same amount of commercial ZnO nanoparticles. Furthermore, the potent antibacterial activity gives rise to improved anti‐biofouling for prepared films, in which the biofilm formation on their surface is effectively eliminated. Notably, the ZnO MP incorporation improves the microbe adhesion, accelerating the biodegradation of developed films, with soil biodegradation rates reaching 99% in 10 weeks. The present work offers a simple and cost‐effective approach to producing promising composites with prolonged shelf‐life and the capability of reducing bacterial contamination for packaging industry applications. Highlights 99% bacterial inhibition for Escherichia coli and 95% for Staphylococcus epidermidis . Microfiltration efficiency &gt;99% achieved in one filtration cycle. Mechanical strength is enhanced by 2.2 times with the addition of gelatin. Biofouling resistance by preventing bacterial attachment. Sustainable membranes with fast biodegradation in soil.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.071
Threshold uncertainty score0.658

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.187
Teacher spread0.175 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2024
Admission routes2
Has abstractyes

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