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Record W4409198133 · doi:10.1016/j.carpta.2025.100788

Sustainable development of chitosan-gelatin composite films for food packaging using crude chitosan extracted from American lobster (Homarus americanus) shell waste

2025· article· en· W4409198133 on OpenAlexafffund
Abhinav Jain, Beth Mason, Marianne Su‐Ling Brooks

Bibliographic record

VenueCarbohydrate Polymer Technologies and Applications · 2025
Typearticle
Languageen
FieldMaterials Science
TopicNanocomposite Films for Food Packaging
Canadian institutionsNova Scotia Department of EnergyDalhousie University
FundersMitacs
KeywordsChitosanHomarusGelatinAmerican lobsterComposite numberShell (structure)Food packagingChemistryFood scienceFisheryMaterials scienceBiologyComposite materialOrganic chemistry

Abstract

fetched live from OpenAlex

• Crude chitosan from the shell waste of lobsters formed solvent-cast edible films. • Blends of gelatin, oil and crude chitosan enhanced the composite film properties. • Changes in the drying temperature had a significant effect on film properties. • Crude chitosan and fish gelatin formed polyelectrolytic complexes. • Oil improved the hydrophobicity of films without impacting mechanical properties. In this study, crude chitosan extracted from American lobster shells ( Homarus americanus ) was used to develop bio-based films. These films were prepared using solvent casting at various drying temperatures (37, 60, and 80 °C) and enhanced by blending with sunflower oil and gelatin from fish skin. Structural and thermal analyses (FT-IR, XRD, and TGA) demonstrated excellent compatibility between the extracted chitosan and fish gelatin. A 1:1 blend of these biopolymers resulted in films with increased flexibility and reduced water vapor permeation compared to pure chitosan films. Adding 10 % (w/w polymer) sunflower oil improved surface hydrophobicity and reduced swelling without compromising strength. Higher drying temperatures increased swelling, stretchability, and opacity, but decreased tensile strength and vapor permeability. Films prepared at 80 °C exhibited the best elasticity (100.4 %) and the lowest vapor permeability (1.2 g.mm/kPa.h.m 2 ) while maintaining adequate tensile strength (27 MPa). This study demonstrates a sustainable approach for developing chitosan-gelatin composite films using renewable marine processing byproducts. In particular, the applicability of crude chitosan extracted from waste lobster shells (without additional purification steps) as a cost-effective and sustainable feedstock is highlighted, offering an eco-friendly alternative to conventional plastic food packaging.

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)
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 score0.015
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.010
GPT teacher head0.248
Teacher spread0.238 · 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

Citations9
Published2025
Admission routes2
Has abstractyes

Explore more

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