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Record W4408393021 · doi:10.1016/j.clet.2025.100935

PBAT/PLA copolymer properties improved with end-of-life polyester, viscose, cotton, and silk fibers

2025· article· en· W4408393021 on OpenAlexaff
Luísa Rosenstock Völtz, Linn Berglund, Kristiina Oksman

Bibliographic record

VenueCleaner Engineering and Technology · 2025
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsUniversity of Toronto
FundersWallenberg Wood Science CenterLuleå Tekniska Universitet
KeywordsViscoseSILKPolymer sciencePolyesterCopolymerMaterials scienceComposite materialPolymer chemistryPolymer

Abstract

fetched live from OpenAlex

Bioflex is a biodegradable polymer blend combining poly(butylene adipate-co-terephthalate) (PBAT) and bio-based poly(lactic acid) (PLA), offering properties comparable to polyethylene. However, challenges like limited processability and low mechanical properties restrict its use to agricultural films. In this study, fibers from end-of-life textiles (polyester, viscose, cotton, and silk) are used to address these limitations, demonstrating a resource-efficient approach to reducing landfill deposits. Adding fibers to the polymer blend (30 wt%) visibly improves the melt strength. The end-of-life fibers affect the mechanical properties in different ways: polyester fibers almost double the tensile strength, viscose fibers triples flexural strength, and silk fibers lead to the highest compressive strength. The retained colors of the fibers further contribute to vibrant composites, making them ideal for cosmetics packaging, household goods, fashion accessories, and toys. Additionally, the composting test revealed varied disintegration behaviors. Cotton and silk began disintegrating first, viscose followed, while polyester showed no disintegration, extending the composite's durability in use. This study highlights the potential of end-of-life textiles as an excellent reinforcement for Bioflex copolymer blends, promoting efficient resource use, reducing environmental waste, and unlocking new application areas for biodegradable polymers. • Bioflex (PBAT/PLA) presented improved flow and strength with end-of-life fibers. • Retained fiber colors make composites ideal for various consumer products (cosmetics packaging). • Polyester doubles tensile strength, viscose triples flexural, silk boosts compression. • End-of-life fibers slow down the disintegration rate in composting tests. • End-of-life fibers in Bioflex expand applications for bioplastics and reduce waste.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.182
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 source (direct Gemma or distilled Codex), 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
Published2025
Admission routes1
Has abstractyes

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