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Lessons from English pre-industrial times for a post-industrial circular economy

2023· article· en· W4328051121 on OpenAlexfundno aff
Catherine Casson, Frank Boons, James Davis, Helen Holmes, John S. Lee, Harald Wieser

Bibliographic record

VenueResources Conservation and Recycling · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsnot available
FundersAlliance Manchester Business School, University of ManchesterQueen's UniversityQueen's University BelfastBritish Academy of Management
KeywordsCircular economyContext (archaeology)IncentiveConsumption (sociology)BusinessSustainable consumptionSustainabilityProduction (economics)Government (linguistics)Scope (computer science)Transparency (behavior)Goods and servicesEconomyEconomicsMarket economyLawPolitical science

Abstract

fetched live from OpenAlex

This paper takes an interdisciplinary qualitative approach to repair, re-use and recycling. Collaboration between academics in the fields of economic sociology, sustainable production and consumption and medieval history permits a long-term perspective on the incentives and deterrents for sustainable practices in relation to resource flows. In England in the period 1250–1500 acquisition of raw materials and production processes were labour intensive, resources were scarce and production and consumption were not strictly separated. However, a dynamic manufacturing sector and rising consumer incomes meant that new goods were readily available. Three options were available for practising circularity of items: prolonging use to avoid immediate disposal, passing on the item (as a gift or through sale) or re-processing it through recycling. Textiles, metal working, butchery, tanning and leatherworking were the industries in which such practices were most common. Repair and re-use was promoted in the domestic environment, including by the church. In a commercial context, however, trade organisations and government implemented legal deterrents that protected consumers but also limited competition for the producers of new goods. Analysis of these practices enables us to draw three lessons for the current move towards a circular economy. Firstly, efforts need to be made to revive the practice of repair in the household. Secondly, education and greater transparency can prevent quality-control rules from limiting the scope of the circular economy by prioritising new goods. Finally, attention should be paid both the financial and emotional motivations that can encourage sustainable practices.

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)0.003
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.077
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0150.011
Scholarly communication0.0130.011
Open science0.0010.004
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0210.002

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 head0.043
GPT teacher head0.247
Teacher spread0.204 · 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 designTheoretical or conceptual
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

Citations14
Published2023
Admission routes1
Has abstractno

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