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Record W4404535774 · doi:10.1080/00330124.2024.2419111

Locating the Public, Dislocating Knowledge Production: An Introduction to Public Economic Geographies for the Twenty-First Century

2024· article· en· W4404535774 on OpenAlex
Priti Narayan, Emily Rosenman

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

VenueThe Professional Geographer · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicUrban Planning and Governance
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsProduction (economics)Knowledge productionGeographyEconomic geographyRegional sciencePolitical scienceEconomicsComputer scienceKnowledge management

Abstract

fetched live from OpenAlex

Driven by concern with the quintessentially political decisions made in the interest of “the economy”—and the widely disparate outcomes produced in the process—the project of public economic geography is interested in how knowledge production in economic geography can be imagined to produce more just outcomes. This is an introduction to a Focus section in which four interlocutors reflect on what economic geography could look like if it engaged more directly with the politics of knowledge production. A public economic geography seeks to dislocate, spatially and figuratively, conventional academic considerations of expertise and audience, while also explicitly locating itself in a public purpose for publics both inside and outside the academy. Three themes informing this project emerge from the contributors’ reflections: revealing (making public) economic knowledges, reimagining economic relations, and reeducating ourselves and our publics about normative economic concepts and the performance of academic authority. Together, these contributions point to some fundamental moves toward a more “public” orientation within the subdiscipline.

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.841
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.001
Scholarly communication0.0010.001
Open science0.0010.000
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 head0.027
GPT teacher head0.313
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