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Record W3040530636 · doi:10.1108/jppel-03-2020-0018

Transitioning towards circular systems: property rights in waste

2020· article· en· W3040530636 on OpenAlexaff
Katrien Steenmans, Rosalind Malcolm

Bibliographic record

VenueJournal of Property Planning and Environmental Law · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicSustainable Supply Chain Management
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsProperty (philosophy)Property rightsLaw and economicsBusinessPolitical scienceLawSociologyEpistemologyPhilosophy

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to explore the impact that property rights can have on the implementation of circular waste economies, in which waste is reused, recycled or recovered, within the European Union’s Waste Framework Directive. Design/methodology/approach A theoretical lens is applied to the legal definition as well as production and treatment cycle of waste to understand the property rights that can exist in waste. Findings This paper argues that even though different property rights regimes can apply to waste during its creation, disposal and recovery, the waste management regulatory and legal system is currently predominantly set up to support waste within classic forms of private property ownership. This tends towards commodification and linear systems, which are at odds with an approach that treats waste as a primary wanted resource rather than an unwanted by-product. It is recommended that adopting state or communal property approaches instead could affect systemic transformative change by facilitating the reconceptualisation of waste as a resource for everyone to use. Research limitations/implications The property rights issues are only one dimension of a bigger puzzle. The roles of social conceptualisation, norms, regulations and policies in pursuing circular strategies are only touched upon, but not fully explored in this paper. These provide other avenues that can be underpinned by certain property regimes to transition to circular economies. Originality/value The literature focused on property rights in waste has been very limited to date. To the best of the authors’ knowledge, this paper is the first to consider this question in detail from a legal perspective.

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)0.013
metaresearch head score (Gemma)0.021
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.068

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.021
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0040.035
Scholarly communication0.0120.015
Open science0.0020.009
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0130.001

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 head0.017
GPT teacher head0.186
Teacher spread0.169 · 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 designNot applicable
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

Citations13
Published2020
Admission routes1
Has abstractyes

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