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Record W2467570511 · doi:10.1080/19452829.2016.1198309

The Science and Politics of Infrastructure Research: Asserting Power, Place, and Agency in Infrastructure Knowledge

2016· article· en· W2467570511 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

VenueJournal of Human Development and Capabilities · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsAgency (philosophy)Critical infrastructurePraxisCapability approachPoliticsPower (physics)SociologyKnowledge managementPolitical scienceComputer scienceEconomic growthSocial scienceEconomicsComputer security

Abstract

fetched live from OpenAlex

Despite over half a century of research concerning infrastructure development processes, structurally oriented development theories continue to dominate infrastructure research and praxis. Critically informed approaches to development, which acknowledge the integral role of power, place, and agency to infrastructure research, have yet to make a noticeable mark within infrastructure development policy-making. Towards the goal of giving greater prominence to the critical perspective, I propose the Critical Acquisition Framework. The framework is designed to facilitate an agency-oriented understanding of infrastructure development processes from the perspectives of marginalized groups. Inspired by critical-social theory and capability analyses, the Critical Acquisition Framework helps to understand how marginalized groups deploy their existing capability sets to access infrastructure via multiple and overlapping institutions. In addition, the framework helps to envision alternative agency-oriented scenarios of infrastructure access. In essence, the framework demonstrates how the acquisition process influences the capability sets and therefore power of marginalized groups, and can be used to assess whether infrastructure “develops” according to local perspectives, or reifies inequitable power relations.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.501
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.001
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 head0.028
GPT teacher head0.325
Teacher spread0.297 · 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