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Record W2135081614 · doi:10.1111/tran.12094

The work of waste: inside India's infra‐economy

2015· article· en· W2135081614 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

VenueTransactions of the Institute of British Geographers · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsnot available
Fundersnot available
KeywordsInformal sectorLivelihoodBusinessEconomicsEconomyMarket economyAgriculture

Abstract

fetched live from OpenAlex

My essay focuses on the marginalised people whose livelihoods depend on gathering, sorting, transporting and selling garbage in India's huge informal economy, livelihoods now challenged as municipal governments contract the recycling of waste to corporations. The evolving, bumpy geography of the waste economy creates permanent border areas of primitive accumulation and both devalorised and valorised people and places. I make a case for understanding informal sector activities, such as the work of transforming the city's detritus, as part of a vast infra ‐economy and the varied forms of labour performed within heterogeneous value chains of waste transformation as infra structural labour that produces what Marx called capital's ‘general’ and ‘external’ conditions of production. Through close examination of the spatiotemporal lattice of informal municipal solid waste recycling, I demonstrate how these economies are at once highly organised and brittle, with each node in their value chains subject to disruption by state and market forces. While relative opacity, labour intensity of tasks and dependence on embodied knowledge ( metis ), indeed a ‘bodily’ feel for space, give informal economies the capacity to resist external efforts to transform, subsume or eradicate them; lack of social security and employment protections also means that workers and micro‐enterprise owners within them inhabit the thin line between survival and failure, rendering them vulnerable to economic and political fluctuations. The upshot is that the labour of waste and other informal sector workers is critical for maintaining the quality of life desired by the well off in cities of the global South, but fails to get the recognition it deserves. Waste workers are poorly compensated, regularly stigmatised and frequently invisible in policy decisions. This is an enduring inequity that demands urgent correction.

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 score0.676
Threshold uncertainty score0.987

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.011
GPT teacher head0.225
Teacher spread0.214 · 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