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Record W3195705826 · doi:10.1093/isp/ekab013

Forum: Did “America First” Construct America Irrelevant?

2021· article· en· W3195705826 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

VenueInternational Studies Perspectives · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicPopulism, Right-Wing Movements
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsConstruct (python library)Power (physics)Subject (documents)Political scienceSociologyForeign policyPolitical economyLawPolitics

Abstract

fetched live from OpenAlex

Did "America First" construct America irrelevant? Answering this question has been the subject of much debate in the popular press, the policy community, and scholarly circles. That asked, it is worth remembering that scholars and policymakers have long argued that one of the most enduring and important aspects of the US role in the world is American structural power. Perhaps nowhere has the Trump administration's approach to world affairs been more notable in perhaps diminishing US structural power than in withdrawing from multilateral forums. On an individual level of analysis, however, Trump's ever-changing, whiplash style of leadership made allies and adversaries less certain about American actions, intentions, and the direction of future policy trajectories. These issues point to the possibility that such impacts were more about Trump being Trump and less about a decline in American structural power. Only time will tell whether President Biden is able to rebuild from that structural wreckage. With these ideas in mind, the forum editors asked scholars representing diverse voices and perspectives to provide varying analyses of America First, specifically in light of the emergence of multiple global challenges from the COVID-19 pandemic to racial reckoning through the climate crisis and more. As you will see, each author brings a decidedly different lens to the questions we pose below and also generates divergent analyses of the present and the future.

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 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 score0.962

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 studies0.0010.001
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 head0.030
GPT teacher head0.369
Teacher spread0.339 · 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