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Record W3094506881 · doi:10.1080/09692290.2020.1830835

Blind spots in IPE: marginalized perspectives and neglected trends in contemporary capitalism

2020· article· en· W3094506881 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

VenueReview of International Political Economy · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Economy and Marxism
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsScholarshipCapitalismPoliticsPolitical economySociologyDisciplineNormativeRacismInternational political economyCorporate governancePolitical scienceEconomicsSocial scienceLawGender studies

Abstract

fetched live from OpenAlex

Which blind spots shape scholarship in International Political Economy (IPE)? That question animates the contributions to a double special issue—one in the Review of International Political Economy, and a companion one in New Political Economy. The global financial crisis had seemed to vindicate broad-ranging IPE perspectives at the expense of narrow economics theories. Yet the tumultuous decade since then has confronted IPE scholars with rapidly-shifting global dynamics, many of which had remained underappreciated. We use the Blind Spots moniker in an attempt to push the topics covered here higher up the scholarly agenda—issues that range from institutionalized racism and misogyny to the rise of big tech, intensifying corporate power, expertise-dynamics in global governance, assetization, and climate change. Gendered and racial inequalities as blind spots have a particular charge. There has been a self-reinforcing correspondence between topics that have counted as important, people to whom they matter personally, and the latter’s ability to build careers on them. In that sense, our mission is not only to highlight collective blind spots that may dull IPE’s capacity to theorize the current moment. It is also a normative one—a form of disciplinary housekeeping to help correct both intellectual and professional entrenched biases.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.967
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.062
GPT teacher head0.361
Teacher spread0.298 · 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