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Record W7028620001

Exploring the feasibility of mycelium-based cups as a sustainable alternative to single-use beverage cups

2024· dissertation· en· W7028620001 on OpenAlexfundno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2024
Typedissertation
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
FundersMitacs
KeywordsMyceliumPotato dextrose agarFungal growthStrawSubstrate (aquarium)MoldPolyethylene
DOInot available

Abstract

fetched live from OpenAlex

Disposable paper (DP) cups, a staple in on-the-go beverage culture, contribute to environmental challenges due to their non-biodegradable polyethylene (PE) liners. This research presents an eco-friendly alternative by harnessing fungal mycelium combined with North American wetland biomass. The study evaluates three fungal species—Ganoderma lucidum, Pleurotus ostreatus, and Polyporus squamosus—cultivated on canola straw (Brassica napus L.) and cattail substrates (Typha latifolia) to produce mycelium composite materials. Among these, Ganoderma lucidum demonstrated superior mycelial growth and structural integrity when paired with cattail substrate over a 14-day period. Initial growth assessment was conducted using Potato Dextrose Agar (PDA), with further optimization through Yeast Extract Peptone Dextrose Broth (YEPDB) liquid media. The research explored the production of compostable coffee cups and mycelium sheets using a 3D poly-lactic acid (PLA) mold and aluminum foil, respectively. Mycelium composites were harvested at two growth intervals (2 weeks and 4 weeks) and analyzed for their morphological, chemical, thermo-mechanical, crystallinity, thermodynamic, and mechanical properties. The resulting composites exhibited notable thermal stability exceeding 267°C, low thermal conductivity (0.03-0.04 Wm⁻¹K⁻¹), and inherent hydrophobicity with a water contact angle surpassing at 100°. However, the mechanical properties, such as Young's modulus, were significantly lower than those of commercial coffee cup paper, with values of 11.27 MPa and 80.91 MPa for the 2-week and 4-week samples, respectively, compared to 1349.35 MPa for standard coffee cup paper. These findings demonstrate that cattail can serve as a viable substrate for producing mycelium-based bio-composites, suitable for applications requiring thermal stability and hydrophobicity.

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 communication0.0010.000
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 head0.114
GPT teacher head0.228
Teacher spread0.114 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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