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Record W2579325825

Electrospinning of Ethyl Cellulose - Poly(ethylene oxide) and Cellulose Acetate - Poly(ethylene oxide) Nonwovens for the Encapsulation and Release of Thymol and Carvacrol

2016· dissertation· en· W2579325825 on OpenAlexfundno aff
Wenyu Huang

Bibliographic record

VenueThe Atrium (University of Guelph) · 2016
Typedissertation
Languageen
FieldMaterials Science
TopicElectrospun Nanofibers in Biomedical Applications
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsEthylene oxideElectrospinningThymolPoly ethyleneCellulose acetateCarvacrolEthylene glycolOxideMaterials scienceCelluloseEthyl celluloseChemical engineeringEncapsulation (networking)NanofiberEthylenePolymer chemistryChemistryOrganic chemistryPolymerComposite materialChromatographyEssential oilCopolymer
DOInot available

Abstract

fetched live from OpenAlex

Thymol and carvacrol are naturally-occurring antimicrobial agents in herb essential oils. This study investigated the encapsulation of thymol and carvacrol using electrospun ethyl cellulose-poly(ethylene oxide) (EC-PEO) and cellulose acetate-poly(ethylene oxide) (CA-PEO) nonwovens, respectively. EC-PEO nonwovens were electrospun from dopes prepared in 80% (v/v) aqueous ethanol solution, and CA-PEO nonwovens were electrospun from acetic acid:acetone blend solvents (1:0, 3:1, and 1:1 weight ratios), respectively. The solution properties of the spin dopes were evaluated, including surface tension, electrical conductivity, viscosity, as well as solvent vapor pressure and dielectric constant. Moreover, polymer-polymer, polymer-solvent, polymer-antimicrobial and solvent-antimicrobial compatibilities were explained using Hansen solubility parameters. Antimicrobial-incorporated electrospun nonwovens were further analyzed using attenuated total reflection Fourier transform infrared (ATR-FTIR) spectroscopy to elucidate how thymol and carvacrol interact with the polymers. The encapsulation efficiency (EE) of antimicrobial agents decreased as their loading in the spin dope increased. On the other hand, increasing PEO molecular weight increased the EE values. For the encapsulation of carvacrol in CA-PEO nonwovens, increasing acetic acid ratio in the binary solvent resulted in an increase in carvacol EE. Both EC-PEO and CA-PEO electrospun nonwovens exhibited humidity-dependent release behavior; as the relative humidity increased from 33 to 93%, the release rates and equilibrium concentrations for thymol and carvacrol increased considerably. The thymol-loaded EC-PEO and cavacrol-loaded CA-PEO nonwovens potentially can be useful as substrates for antimicrobial applications, such as in active packaging for the extension of food shelf life.

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 score0.002

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 head0.009
GPT teacher head0.227
Teacher spread0.219 · 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

Citations1
Published2016
Admission routes1
Has abstractyes

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