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Record W4402379667 · doi:10.1093/ia/iiae209

Grand strategies of the left: the foreign policy of progressive worldmaking

2024· article· en· W4402379667 on OpenAlexaff
Aaron Ettinger

Bibliographic record

VenueInternational Affairs · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsCarleton University
Fundersnot available
KeywordsForeign policyPolitical scienceLaw

Abstract

fetched live from OpenAlex

As Samuel Huntington predicted over 40 years ago, ours is a time of ‘creedal passion’. The post-Cold War United States foreign policy consensus has eroded, and the ideational scope of American political practice has expanded on both the far right and the far left. Since 2016, scholars have tried to decipher the meaning of ‘Trumpism’ and ‘America First’, but similar efforts have not been made with respect to left-wing foreign policy. Specific left-wing issues get noticed—like the questions of Palestinian statehood and global inequality—but, with few exceptions, a unified theory of left-wing grand strategy has not been put forward. Van Jackson's ambitious Grand strategies of the left sets out to remedy this oversight with a deeply informed and policy-relevant account of left-wing international thought. Jackson is well suited for the task. As an academic, his specialization in east Asian security gives him the scholarly authority to speak on these issues at a high level of abstraction, while his immersion in the left-wing ‘Twitterverse’, the podcast world and the think tank scene brings him into contact with the latest currents.

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)0.006
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.023
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0110.019
Scholarly communication0.0150.007
Open science0.0010.006
Research integrity0.0060.009
Insufficient payload (model declined to judge)0.0100.001

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 head0.014
GPT teacher head0.343
Teacher spread0.330 · 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 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

Citations4
Published2024
Admission routes1
Has abstractno

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