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Record W4414908054 · doi:10.1021/acsaelm.5c01298

From Tradition to Innovation: Shellac as a Sustainable Solution to Challenges in Flexible and Printed Electronics

2025· article· en· W4414908054 on OpenAlex
Rahaf Nafez Hussein, Tricia Breen Carmichael

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueACS Applied Electronic Materials · 2025
Typearticle
Languageen
FieldEngineering
TopicAdvanced Sensor and Energy Harvesting Materials
Canadian institutionsUniversity of Windsor
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsShellacThe RenaissanceElectronicsComponent (thermodynamics)SustainabilityPrinted electronics

Abstract

fetched live from OpenAlex

Shellac, a natural resin with centuries of historical use in coatings, adhesives, and varnishes, is emerging as a promising material for addressing key challenges in modern flexible and printed electronics. As the field seeks environmentally friendly, biocompatible, and processable alternatives to petroleum-based polymers, shellac offers a unique combination of favorable properties, including film-forming ability, dielectric behavior, gas barrier performance, and biodegradability. This review traces the path from traditional applications to the current renaissance of shellac in electronic technologies. We examine the chemical composition and structure–property relationships, fabrication methods compatible with printed electronics, and the use of shellac as a substrate, a dielectric layer, a binder in functional printing inks, and a gas barrier coating. With responsible sourcing and a commitment to sustainability throughout the life cycle, shellac has great potential as a foundational component of the next generation of printed, flexible, and environmentally conscious electronics.

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 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 score0.196
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
Bibliometrics0.0000.001
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 head0.013
GPT teacher head0.238
Teacher spread0.226 · 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