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Record W4414928790 · doi:10.1002/pc.70442

Impact of Organic and Inorganic Fillers on the Performance of Ternary Biodegradable Poly(Butylene Succinate‐Co‐Butylene Adipate), Poly(Butylene Adipate‐Co‐Terephthalate), and Poly(3‐Hydroxybutyrate‐Co‐3‐Hydroxyvalerate) Blends

2025· article· en· W4414928790 on OpenAlexafffund
Sasha Paquette, Matías Menossi, Ehsan Pesaranhajiabbas, Hamdy Khalil, Manjusri Misra, Amar K. Mohanty

Bibliographic record

VenuePolymer Composites · 2025
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsCanadian Wood CouncilUniversity of Guelph
FundersMinistry of Colleges and UniversitiesNatural Sciences and Engineering Research Council of CanadaOntario Agri-Food Innovation AllianceCanada Foundation for InnovationOntario Ministry of Agriculture, Food and Rural AffairsStrategic Innovation Fund
KeywordsTalcTernary operationRheologyExtrusionPolymerAdipatePolymer blend

Abstract

fetched live from OpenAlex

ABSTRACT This study explores a ternary biodegradable blend of bio‐based poly(butylene succinate‐co‐adipate) (bio‐PBSA), poly(butylene adipate terephthalate) (PBAT), and poly(3‐hydroxybutyrate‐co‐3‐hydroxyvalerate) (PHBV). By blending with flexible bio‐PBSA and PBAT, the stiffness enhancement of PHBV makes this biodegradable polymer blend a promising candidate for packaging applications. The blends were processed by melt‐compounding via extrusion, followed by injection molding. The blend is enhanced with fillers including talc, kaolin clays, and soybean meal to evaluate and compare the effects of these fillers on the composite's performance. As an inorganic filler, kaolin outperformed talc and soybean meal, increasing Young's modulus by nearly 18%, impact strength by 20%, and elongation at break by approximately 21% compared with the ternary blend. Additionally, the addition of kaolin improved water vapor barrier properties by approximately 28%, primarily due to increased crystallinity. Rheological analysis also indicated a rise in complex viscosity, reflecting stronger adhesion between the matrix and talc compared to both organic and inorganic fillers. These findings highlight the potential of these composites to meet performance standards of traditional plastics, advancing the use of biodegradable materials in film packaging applications.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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 score0.118
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.014
GPT teacher head0.245
Teacher spread0.231 · 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.

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

Citations0
Published2025
Admission routes2
Has abstractyes

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