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Record W2954901155 · doi:10.1017/s0147547919000061

Beyond the Abject: Caste and the Organization of Work in Pakistan's Waste Economy

2019· article· en· W2954901155 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.

Bibliographic record

VenueInternational Labor and Working-Class History · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsThe Scarborough HospitalUniversity of Toronto
Fundersnot available
KeywordsCasteCapitalismBureaucracySocial stratificationUrbanizationSociologySituatedCorporate governancePolitical economyEconomyPolitical scienceGeographyDevelopment economicsEconomic growthSocial scienceEconomicsPolitics

Abstract

fetched live from OpenAlex

Abstract This article examines the historical processes by which low or non-caste groups have situated themselves in Pakistan's waste economy. Adopting caste as a category of governance, the colonial regime implemented policies and interventions that not only impacted these groups in the Punjab, but also cemented enduring connections between caste, waste work, and governance, which have subsequently shaped the trajectories of waste work in cities like Lahore. Moving beyond the framework of the “abject,” this article emphasizes caste as a historical category through which social stratification and exclusions have materialized across South Asia, and examines how low or non-caste groups have organized themselves in Pakistan's waste economy, which has resulted from rapid urbanization, bureaucratization and informalization, regional labor migration, consumptive economies, urban development, and sociopolitical relations. Rather than inhabiting the abjectness of capitalism, modernity, or caste hierarchy, this article argues that these groups have carved out a space for themselves and their wider social relations in cities like Lahore in Pakistan, where social inequalities and stratification are undeniable facets of urban life.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.936
Threshold uncertainty score0.220

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.005
GPT teacher head0.218
Teacher spread0.213 · 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