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Infrastructural Times

2024· book· en· W4403237292 on OpenAlexaboutno aff

Bibliographic record

VenuePolicy Press eBooks · 2024
Typebook
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceGeography

Abstract

fetched live from OpenAlex

This edited volume addresses overlooked questions of time and temporality to advocate for a ‘temporal turn’ in critical infrastructure studies. The chapters in the book examine multifaceted temporalities – ranging from long-range planning horizons to the rhythms of everyday life in the city – to build an interdisciplinary dialogue that bridges technical, political-economic, and experiential knowledge of urban infrastructure. With global coverage of cities and regions from Berlin and Toronto to Cairo and Jayapura, the book argues for the conceptual and political significance of emphasizing the social construction and experience of time through infrastructure, as well as the importance of analysing the diversity of temporal codes that infrastructure urbanization processes. Conceptually rich and empirically detailed chapters uncover the complex relationship between radical and incremental change to reveal unexpected pathways of urban and technological transformation. Moments of spectacular infrastructural development and everyday social practices invite readers to rethink self-evident and linear notions of time in and beyond the networked metropolis. By contextualizing infrastructures’ pasts and what they signify about the future, the book generates a multidimensional perspective on ‘infrastructure time’ as a research problematic, an empirical concern, and a methodological approach. In doing so, it forwards an essential provocation to re-evaluate urban theory, politics, and practice to better account for the temporal complexities that shape our infrastructured worlds.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.058
Threshold uncertainty score0.194

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.002
Scholarly communication0.0060.005
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0580.010

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 head0.022
GPT teacher head0.308
Teacher spread0.286 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations1
Published2024
Admission routes1
Has abstractyes

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