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Record W2296020374 · doi:10.1002/cjce.22411

Microencapsulation of red and white thyme oil in poly(lactic‐co‐glycolic) acid: Assessment of encapsulation efficiency and antimicrobial capacity of the produced microcapsules

2015· article· en· W2296020374 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Canadian Journal of Chemical Engineering · 2015
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicMicroencapsulation and Drying Processes
Canadian institutionsnot available
Fundersnot available
KeywordsCoacervatePLGAGlycolic acidPolymerEmulsionChemistryParticle sizeThymolLactic acidChemical engineeringBiocompatibilityAntimicrobialEssential oilCarvacrolMaterials scienceChromatographyNanotechnologyOrganic chemistryNanoparticle

Abstract

fetched live from OpenAlex

Abstract In this work, microcapsules were formed by coating thyme oil with a biodegradable polymer, poly(lactic‐co‐glycolic) acid (PLGA), through a coacervation process recently developed at our laboratory and previously studied for poly lactic acid (PLA). The coacervation method involves dissolution of the polymer (PLGA 50:50) in dimethylformamide. After adding this solution to the oil/water (o/w) emulsion, and due the insolubility of the polymer in water, polymer deposition occurs around the oil droplets and microcapsule formation starts. PLGA was chosen due to its easy biodegradation and biocompatibility. The active principle, thyme oil, is characterized by excellent antimicrobial activity ascribed to the presence of thymol and carvacrol, its major components. Two types of thyme oil (red and white) were microencapsulated and the produced microcapsules were characterized using optical microscopy, particle size analysis, and gas chromatography (used to evaluate encapsulation efficiency). Antimicrobial activity was preliminarily evaluated following ASTM E2149‐01. Microscopy and particle size analysis confirmed the existence of microcapsules with round shapes, smooth surfaces, particle diameters between ∼45–49 μm, and wall thicknesses ∼3.5 μm. Global encapsulation efficiencies of thyme oil (both red and white) were 70 % and 57 %, respectively. The produced microcapsules exhibited a sustained oil release that ensures a level of antimicrobial activity maintenance desirable for cosmetic 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.

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 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 score0.083
Threshold uncertainty score0.174

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.018
GPT teacher head0.208
Teacher spread0.190 · 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