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Record W1540435865 · doi:10.1111/1468-2427.12076

Experiments and Counter‐Experiments in the Urban Laboratory of Water‐ Supply Partnerships in India

2013· article· en· W1540435865 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 Journal of Urban and Regional Research · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsConcordia University
Fundersnot available
KeywordsMarketizationWater supplyArchipelagoCorporate governancePoliticsGeneral partnershipSociologyBusinessPolitical scienceChinaEcologyEngineeringFinance

Abstract

fetched live from OpenAlex

Abstract K aren B akker has characterized the scattered islands of networked water supply that are common in the cities of the global South as ‘archipelagos’. Those living outside of archipelagos utilize a variety of interventions, collectively referred to here as tendrils, to access water by informal means. Neoliberal imperatives driving infrastructure transformation aim to alter the paradigm of water‐supply provision to diminish its plural composition and effectively transform tendrils into archipelagos. In this article, developing a conceptual and methodological synthesis between S cience and T echnology S tudies ( STS ) and political ecology, I study the emergence of public‐private partnerships in India as laboratories in the marketization of water‐supply provision. These partnerships, initiated at local scales, aim to enroll informal water users into standardized modes of water‐supply provision and effectively expand the archipelagos of modernity. I draw upon empirical research of a water‐supply partnership in the city of B engaluru, describing some of the characteristics of the experimental processes, and argue that they simultaneously forward the marketization of water‐supply services while inadvertently providing opportunities for residents, local associations and activists to form networks of counter‐experimentation. The description of these political acts, this article concludes, provokes re‐examination of the efficacy of an instrumental understanding of water partnerships, but requires closer policy engagement with ‘governance failures’ that are rife in water‐supply provision.

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)0.002
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 score0.100
Threshold uncertainty score0.195

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 head0.086
GPT teacher head0.391
Teacher spread0.305 · 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