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Record W4410349242 · doi:10.1016/j.polymer.2025.128468

Nonionic surfactants as zero-shear compatibilizing agents for polyethylene/polyamide blends

2025· article· en· W4410349242 on OpenAlexafffund
M. Kamal Akhtar, J. Vlachopoulos, Michael R. Thompson

Bibliographic record

VenuePolymer · 2025
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsMcMaster University
FundersNatural Sciences and Engineering Research Council of CanadaImperial Oil Limited
KeywordsPolyamideMaterials sciencePolyethylenePolymer scienceComposite materialShear (geology)Polymer chemistry

Abstract

fetched live from OpenAlex

This work explores the utility of low molecular weight, nonionic surfactants as compatibilizing agents to improve the physical properties of rotationally molded parts formed using a physical mixture of immiscible polymers, high-density polyethylene (HDPE) and polyamide 11 (PA11). Selective control of melt-phase morphology during rotomolding motivated the selection of functionally dissimilar emulsifiers, Tween 20 (polyoxyethylene sorbitan monolaurate; HLB 16.7) and Span 85 (sorbitan trioleate; HLB 1.8) at concentrations of 0.1–1.0 wt% to investigate a viable single-step alternative to the comparatively complex industry standard for manufacturing plastic fuel tanks (PFTs). Dry blends of HDPE and PA11 coated with Tween 20 showed the PA11 phase preferentially migrating bidirectionally towards the outer surfaces of the mold walls while also yielding an improvement in impact strength compared to a mixture of uncoated particles. Conversely, molded parts prepared with ground particles of extrusion-compounded Tween 20-coated HDPE/PA11 blends adversely affected impact properties while having a negligible difference on morphology. Span 85, albeit negatively affecting porosity, showed improved impact properties while having no characteristic influence on morphology. In all scenarios, compared to the 50/50 mixtures, the 75/25 HDPE/PA11 dry blends showed either inconsequential or poorer gains at similar concentrations for both surfactant species.

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 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 score0.062
Threshold uncertainty score1.000

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 studies0.0010.000
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 head0.034
GPT teacher head0.289
Teacher spread0.255 · 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

Citations1
Published2025
Admission routes2
Has abstractyes

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