MétaCan
Menu
Back to cohort
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 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)0.002
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: none
Teacher disagreement score0.857
Threshold uncertainty score0.670

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
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)0.0000.001

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; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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

Explore more

Same venueInternational Political SociologySame topicUrban Planning and GovernanceFrench-language works237,207