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Record W4256167517 · doi:10.1111/ips.12078

Introduction

2015· article· en· W4256167517 on OpenAlexaff
Jennifer Bagelman, Delacey Tedesco

Bibliographic record

VenueInternational Political Sociology · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicUrban Planning and Governance
Canadian institutionsUniversity of VictoriaUniversity of British Columbia
Fundersnot available
KeywordsSociologyMedia studiesLibrary scienceComputer science

Abstract

fetched live from OpenAlex

The pervasive claim that we have become an urban world for the first time in human history holds radical challenges for the field of international politics, which assumes a political world structured by states and their relations. While diverse research into “global/urban/politics” tends to focus on temporal and spatial redefinitions of the city, the urban, the rural, and the global, this forum focuses on the political assumptions and productions embedded in claims about this new global urban condition. We offer a set of resources for developing political analyses within this contemporary urban condition, and a provocation to think about the serious political complications of this claim. Most importantly, we make explicit the implications of these analyses for scholars concerned with world politics more generally. We argue, from divergent perspectives and sites, that the global urban is a problem of political production (Magnusson 2011) that requires rethinking the very definitions and assumptions of politics. We therefore engage a set of crucial but under-theorized problematics that arise from claims about a “new” urban world: the ways in which “the global/urban” requires, enables, and restricts new approaches to theorizing international and global politics; the ways in which practices, forms, and spacetimes of global urban politics both undermine and reinscribe sovereignty in subtle and unexpected ways; and the ways in which these narratives of transformation are politically productive and counter-productive.

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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.576
Threshold uncertainty score0.821

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0040.002
Scholarly communication0.0070.005
Open science0.0020.005
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.4240.222

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 head0.051
GPT teacher head0.368
Teacher spread0.317 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
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

Citations0
Published2015
Admission routes1
Has abstractyes

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