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Record W7053001727

Striking from Below: Tenant Organizing as Insurgent Planning

2024· other· en· W7053001727 on OpenAlexaboutno aff

Bibliographic record

VenueYork University Digital Library (York University) · 2024
Typeother
Languageen
FieldEngineering
TopicPlasma Diagnostics and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)DistrustPoliticsCorporate governanceScholarshipSocial movementCommunity organizingQualitative research
DOInot available

Abstract

fetched live from OpenAlex

This Major Paper examines tenant organizing in Toronto in the context of two overlapping crises: an affordable housing crisis and a crisis in landlord-tenant governance. This research introduces the concept of ‘tenant insurgency', which describes the process by which working class tenants challenge landlords outside of entrenched institutions and laws that govern the landlord-tenant relationship. This research applies theories of insurgent planning, insurgent citizenship, and feminist care ethics to discuss how tenant organizing represents a strategic, bottom-up response to the systemic failures of governmental and legal institutions in safeguarding tenants' rights. Using a mixed-methods qualitative research design consisting of semi-structured interviews and document and media analysis, this research investigates the history, motivations, limitations, and opportunities of tenant organizing in Toronto. Key findings suggest that the insurgent planning practices and strategies undertaken by tenants stem from a distrust in the legal system, prioritize collective action, and create new tenant infrastructures of care beyond the traditional legal system. Findings also reveal the fragmented landscape of tenant organizing, shaped by variegated goals, political motivations, and strategies of tenant organizing groups. This research argues that tenant insurgency not only addresses immediate rental housing struggles but also calls for a re-imagining of landlord-tenant governance and political participation, shifting the scales in power to the end of working class tenants. This research contributes to counter-hegemonic scholarship on insurgent planning and citizenship, landlordtenant governance, and housing justice, offering practical insights to scholars, planning and urban policy practitioners, and social movement organizers in cities of the Global North.

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)0.001
metaresearch head score (Gemma)0.003
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.492
Threshold uncertainty score0.978

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0200.026
Scholarly communication0.0060.004
Open science0.0010.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.008
GPT teacher head0.152
Teacher spread0.143 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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