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Record W6908747313 · doi:10.34726/hss.2019.62904

Qualitative analysis of reducing packaging consumption through reusable systems for takeaway containers

2019· article· en· W6908747313 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenuereposiTUm (TU Wien) · 2019
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Waste Reduction and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)Quality (philosophy)LimitingProcess (computing)Filter (signal processing)

Abstract

fetched live from OpenAlex

This thesis is a qualitative review of reusable takeaway systems and how they may decrease packaging consumption and so negative environmental effects. First, the thesis introduces plastic, the main material used for both disposable and reusable food packaging. Its benefits and disadvantages, as well as its economic implications are explained. The thesis finds plastic to be a complex set of materials and delves into further details on different types of plastic. The thesis also determines that plastic still has heavy environmental impacts and a high potential for environmental improvement, especially through recycling, and new technologies using alternative feedstocks. Thus, while plastic is a necessary and practical material, action is needed for improved lifecycle management. This has been recognised by governments who have taken legislative action, which is examined by this thesis with a focus on the EU. Because of plastics examined features, this thesis establishes that it is also a practical material for reusable takeaway containers. Hence the thesis examines LCAs, which compare disposable with reusable plastic containers as well as other materials, aluminium, bagasse, and glass. Various LCAs indicate that PP is a sustainable choice for a reusable container system under certain conditions, if the container is reused at least 40 times. The use of local manufacturers, commercial dishwashers and short distribution paths are important factors, too. Overall, findings confirm that indeed a reusable plastic container system is preferable to disposable containers. Finally, the thesis gives an overview of systems and provides case studies of their application. All examined types of systems, where containers are washed on-site or elsewhere, seem viable from an economic, environmental and social perspective. Surprisingly this thesis observes that deposit fees of up to EUR/CHF 10 had no significant negative effect on the system. System success rather depends on how the rate of loss and efficiency is managed through clear definition of the systems area, accountability and distribution mechanisms, incentives, marketing and pricing. It also depends on expected container lifetime (durability) as well as how and where these are produced, washed, monitored, and discarded. Short reuse times are essential, too. The thesis finds that the main cause for longer reuse times are consumers who keep the container instead of returning it. Keeping and washing the container at home is not optimal from an environmental perspective, also as returned containers may have to be rewashed because of sanitation regulations, wasting valuable resources. Outdated and complicated sanitation regulations are one example of a barrier where local government action could substantially help change the situation. Local governments are central to help modify consumer behaviour and decrease waste and litter. This can be achieved through zero waste strategies or charges on disposable container waste, as examples in Canada and Australia have shown and European ones soon will. The EU has led by example extending producer responsibilities but local governments must follow suit, focussing on public waste. Also, regulations on using recycled granulate for food containers must be adjusted to allow closed loop recycling. Overall, societal trends will continue pushing for convenience but also increased environmental awareness. The author believes it is only a matter of time before the takeaway industry mainstreams reusable systems. Vienna has strong potential for a reusable system, especially if it is grown through clusters and the right communities are targeted.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.849
Threshold uncertainty score0.232

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.045
GPT teacher head0.332
Teacher spread0.288 · 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