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Record W4390011957 · doi:10.1080/09276440.2023.2294600

Weathering of compatibilized poly(hydroxybutyrate)/agave fiber biocomposites produced by different mixing methods

2023· article· en· W4390011957 on OpenAlex
Aida Alejandra Pérez‐Fonseca, L. V. Urista, Alfonso Barajas-Cervantes, M. Arellano, Denis Rodrigue, Jorge Ramón Robledo‐Ortíz

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueComposite Interfaces · 2023
Typearticle
Languageen
FieldMaterials Science
TopicNatural Fiber Reinforced Composites
Canadian institutionsUniversité Laval
FundersConsejo Nacional de Ciencia y Tecnología
KeywordsMaterials scienceExtrusionUltimate tensile strengthComposite materialFlexural strengthPorosityAgavePolymerDegradation (telecommunications)CompatibilizationFiberPolymer blendCopolymer

Abstract

fetched live from OpenAlex

The continuous growth in the biopolymers market underscores the necessity to develop and characterize novel materials to replace conventional polymers. This study evaluated the effect of the processing method on the properties of poly(hydroxybutyrate)/agave fiber (PHB/AF) biocomposites with a coupling agent based on glycidyl methacrylate. The components were first blended using two methods (dry-blending and twin screw-extrusion) before being compression molded. Then, the biocomposites degradation was evaluated via accelerated weathering to determine its effect on the physico-mechanical properties. The results showed that adding AF to PHB increased the porosity (low density), but this effect was decreased by 60% for the extruded compatibilized biocomposites. Consequently, the level of degradation (loss of mechanical properties and dimensional stability) was less affected when a coupling agent was used. However, after weathering, the porosity similarly increased for both uncompatibilized biocomposites. Finally, the tensile, impact, and flexural strength were less affected by weathering when the compatibilizer was mixed via dry-blending.

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.

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)
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 score0.013
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.022
GPT teacher head0.316
Teacher spread0.294 · 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