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Record W2787144200 · doi:10.26689/jard.v2i1.279

Cooperative Housing and Cohousing in Canada: The Pursuit of Happiness in the Common Courtyards

2018· article· en· W2787144200 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Architectural Research and Development · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative and Sustainable Housing Initiatives
Canadian institutionsnot available
Fundersnot available
KeywordsHappinessSociologyArchitectural engineeringPublic relationsPsychologyEngineeringPolitical scienceSocial psychology

Abstract

fetched live from OpenAlex

This paper investigates residents living experience in the common courtyards of cooperative housing and cohousing in Canada, and their sense of happiness associated with it. Cooperative housing as a form of social housing established in Toronto, Ontario, Canada as early as the 1910s. Cohousing as its subsequent name has evolved into a global movement since the 1960s, to promote residents sharing and caring for one another through active participation in community lives and cooperative management. A key feature of this housing is the inclusion of shared spaces, such as common courtyards. This research explored what make residents happy and/or unhappy in the common courtyards, and how to improve their living experience in the common courtyards. Semi-structured interviews were conducted with 20 residents in three cooperative housing in Toronto and three cohousing across Canada. The findings suggest that the Courtyard is a central component to promote social happiness of residents. The paper contributes to the topic of Housing and Happiness that is rarely studied. It finally proposes a courtyard garden housing system that can be a template for universal application. The main conclusion is that there is a need for more courtyard configuration in contemporary Canadian urban planning and architectural design to promote community development.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.695
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.081
GPT teacher head0.389
Teacher spread0.308 · 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