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Record W3000104735 · doi:10.1093/isp/ekz028

Scattered and Unsystematic: The Taught Discipline in the Intellectual Life of International Relations

2020· article· en· W3000104735 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 · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methodologies in Social Sciences
Canadian institutionsCarleton University
Fundersnot available
KeywordsDisciplineScope (computer science)International relationsSociologyField (mathematics)Engineering ethicsPedagogyPolitical scienceSocial scienceLawEngineeringPolitics

Abstract

fetched live from OpenAlex

Abstract Prompted by Hagmann and Biersteker's (2014) call for a critical pedagogy of international relations, this article addresses the “taught discipline” of international relations arguing that the field needs a sustained and systematic debate on the role of IR pedagogy. In typical disciplinary stocktaking, scholars focus primarily on the “published discipline” and the “practiced discipline,” leaving a gap in our understanding of a major component of academic international relations—teaching. This article maps the discipline's intellectual system of influence and exchange to demonstrate the attenuated influence of the taught discipline. Then it presents critical questions to initiate a robust debate on the place, purpose, and scope of IR pedagogy. The purpose here is to improve the quality and thoughtfulness of classroom teaching, and to explore the underappreciated potential of the taught discipline as a site of rejuvenation in the intellectual life of international relations.

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)0.003
metaresearch head score (Gemma)0.031
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.731
Threshold uncertainty score0.978

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.031
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
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 head0.237
GPT teacher head0.468
Teacher spread0.231 · 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