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Record W2969754836 · doi:10.1080/02673037.2019.1646217

Condominium self-governance? Issues, external interests, and the limits of statutory reform

2019· article· en· W2969754836 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHousing Studies · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsUniversity of WindsorYork University
Fundersnot available
KeywordsStatutory lawStatuteCorporate governanceState (computer science)Self-governancePublic administrationPolitical scienceLawBusinessFinance

Abstract

fetched live from OpenAlex

Condominiums are assumed in enabling statutes, related regulations, and statutory reforms to resemble ‘self-governing communities’ of owners whom collectively undertake numerous governance responsibilities to manage and sustain their buildings and living arrangements. Drawing from intensive interviews with condo owners and condo industry representatives in Ontario and New York State and a large qualitative survey of condo owners from Ontario, we outline five overlapping and longstanding governance issues that challenge the notion of self-governance and reveal it to be more illusion than reality. This disjuncture stems not only from common dilemmas of collective governance, but also from the growing influence of external and mostly commercial interests in condominiums broadly consistent with neo-liberalization. We also consider more recent reform attempts by Ontario and New York State and discuss statutory limitations in addressing these issues. We express doubt that condo statutory reform alone can successfully remedy the governance problems facing condo housing and proffer remedies including moving beyond the perception of condominiums as autonomous, self-governing realms.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.895
Threshold uncertainty score0.572

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
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 head0.036
GPT teacher head0.262
Teacher spread0.226 · 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