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Record W2133387380 · doi:10.1108/ijhma-07-2015-0031

Towards better recognising ‘community’ in multi-owned property law and living

2015· article· en· W2133387380 on OpenAlexaboutno aff
Rebecca Leshinsky, Clare Mouat

Bibliographic record

VenueInternational Journal of Housing Markets and Analysis · 2015
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsnot available
Fundersnot available
KeywordsUrbanismCorporate governanceOriginalityNew UrbanismPublic administrationSociologyPolitical scienceLawEconomicsGeographyArchitectureCreativity

Abstract

fetched live from OpenAlex

Purpose – This paper aims to advance best practice by gaining insights into key multi-owned property (MOP) issues challenging policymakers and communities. Ontario (Canada) and Victoria (Australia) are internationally recognised for best practice in MOP living and law. Yet, both jurisdictions struggle with the emerging urbanism related to condominium MOP. Design/methodology/approach – Different ways of recognising community in MOP urbanism will be examined against public policy and political theory perspectives promoting social sustainability. A rich mixed-data and content analysis method is relied upon which synthesises three pillars of MOP community governance: harmonious high-rise living; residential-neighbourhood interface; and metropolitan community engagement. The article cross-examines Canadian policy and law reform documents and Australian dispute case law from the state of Victoria to explore and showcase critical MOP management, residential and policy issues. Findings – A theory-building typology formally recognises “community” as an affective performance across MOP governance contexts: cosmopolitan, civic-citizen and neighbourly. These ideal types differentiate community affects in and beyond (case) law and land-use planning: from determining alternative dispute resolution remedies; addressing neighbourhood and metropolitan NIMBY-ism in urban consolidation to bridging the critical policy and civic gap between the limits and aims of socially sustainable MOP vertical-tenured community affects. Research limitations/implications – Strong cross-jurisdictional MOP community lessons exist, as other cities follow best practice in legal and governance structures to effect change at the frontiers of twenty-first century urbanism. Originality/value – Past studies emphasise classifying dispute issues, single-issue concerns or historical and life cycle evaluations. This theory-building article advances why and how community must be better understood holistically across community contexts to inform cutting-edge governance 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 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)0.002
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.134
Threshold uncertainty score0.413

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.060
GPT teacher head0.267
Teacher spread0.206 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations9
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Housing Markets and AnalysisSame topicHousing, Finance, and NeoliberalismFrench-language works237,207