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Record W2009727530 · doi:10.1108/ijlbe-01-2014-0005

Legal orderings of waste in built spaces

2015· article· en· W2009727530 on OpenAlexaffabout
Kate Parizeau, Josh Lepawsky

Bibliographic record

VenueInternational Journal of Law in the Built Environment · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Spaces through Art
Canadian institutionsMemorial University of NewfoundlandUniversity of Guelph
Fundersnot available
KeywordsJurisdictionBuilt environmentContext (archaeology)Materiality (auditing)OriginalityBusinessLawLaw and economicsSociologyPolitical scienceEngineeringCivil engineering

Abstract

fetched live from OpenAlex

Purpose – This paper aims to investigate by what means and to what ends waste, its materiality and its symbolic meanings are legally regulated in built environments. Design/methodology/approach – The authors investigate the entanglement of law and the built environment through an analysis of waste-related legal case studies in the Canadian context. They investigate a notable Supreme Court case and three examples of Canadian cities’ by-laws and municipal regulations (particularly regarding informal recycling practices). They mobilize what Valverde calls the work of jurisdiction in their analysis. Findings – The authors argue that the regulation of waste and wasting behaviours is meant to discipline relationships between citizens and governments in the built environment (e.g. mitigating nuisance, facilitating service provision and public health, making individuals more visible and legible in the eyes of the law and controlling and capturing material flows). They find that jurisdiction is used as a flexible and malleable legal medium in the interactions between law and the built environment. Thus, the material treatment of waste may invoke notions of constraint, freedom, citizenship, governance and cognate concepts and practices as they are performed in and through built environments. Waste storage containers appear to operate as black holes in that they evacuate property rights from the spaces that waste regularly occupies. Originality/value – There is scant scholarly attention paid to legal orderings of waste in built environments. This analysis reveals the particular ways that legal interventions serve to construct notions of the public good and the public sphere through orderings of waste (an inherently indeterminate object).

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)0.007
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.319
Threshold uncertainty score0.634

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.017
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0040.004
Science and technology studies0.0120.062
Scholarly communication0.0130.006
Open science0.0030.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.040
GPT teacher head0.329
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

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 designQualitative
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
Published2015
Admission routes2
Has abstractyes

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Same venueInternational Journal of Law in the Built EnvironmentSame topicPublic Spaces through ArtFrench-language works237,207