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Record W2902768033 · doi:10.1080/00130095.2018.1526073

Between House and Home: Renovations Labor and the Production of Residential Value

2018· article· en· W2902768033 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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEconomic Geography · 2018
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsThe Scarborough HospitalUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsDebtSpeculationMetropolitan areaCommodityAsset (computer security)Value (mathematics)EconomicsProduction (economics)ScholarshipConsumer spendingHousehold debtLabour economicsBusinessEconomic growthMarket economyFinanceRecessionGeography

Abstract

fetched live from OpenAlex

In 2014, spending on home renovations across Canada outstripped spending on actual home purchases. In this article, I explore this rise in renovations spending through a case study of these dynamics in the Greater Toronto Area (GTA), a metropolitan region that has experienced extraordinary growth in both house prices and levels of household mortgage debt over the last decade. While cheap mortgage debt has often been considered a key factor facilitating housing exchange and speculation in recent decades, I highlight the significant role that informalized renovations labor has played in these housing market dynamics across the GTA. Combining secondary data on GTA housing sales and renovations activity with in-depth interviews with precarious renovations workers, I contend that renovating has been a key strategy to overcome the crisis of affordability produced by low-interest mortgage debt. Highlighting the central role of renovations labor in reproducing the home as a commodity with either new use or exchange values, I recast strategies of asset wealth-building and house buying in the GTA as ones highly reliant on de-skilled and informalized noncitizen renovations labor. Informed by intersectional feminist scholarship on paid but precarious labor in the home, I offer a partial perspective on the fundamental importance of precarious renovations labor to the political economy of private homeownership.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.409
Threshold uncertainty score0.445

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.013
GPT teacher head0.206
Teacher spread0.193 · 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