MétaCan
Menu
Back to cohort
Record W3172973522 · doi:10.1111/ajps.12629

Debt, Corruption, and State Identity: Lessons from Eighteenth‐Century Political Thought

2021· article· en· W3172973522 on OpenAlexaff
Robert Sparling

Bibliographic record

VenueAmerican Journal of Political Science · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Theory and Influence
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsDebtPoliticsState (computer science)Language changePolitical scienceConstitutionPower (physics)Political economyBureaucracyIdentity (music)Law and economicsLawSociologyEconomicsAestheticsPhilosophyFinance

Abstract

fetched live from OpenAlex

Abstract The subject of national debt raises serious questions concerning state identity. Should a state that has radically altered its constitution be responsible for decisions taken by the previous state? Much hangs on how we characterize the state as a continuous agent. This article explores debates over national debt, state integrity, and corruption in the eighteenth century, the era in which the modern financial‐bureaucratic state was in its infancy. Many eighteenth‐century writers treated national debt as corrupting; some advocated voluntary default as a manner of laying low the insidious “moneyed interests” usurping political power. But if public debt was attacked by some as the soul of corruption, others saw it as something that had been made possible by—and was a guarantor of—integrity. These controversies reveal a clash of visions of what constitutes state integrity. This same clash is alive in contemporary debates about national debts.

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 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)0.002
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.159
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.012
Scholarly communication0.0000.002
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 head0.021
GPT teacher head0.367
Teacher spread0.346 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueAmerican Journal of Political ScienceSame topicPolitical Theory and InfluenceFrench-language works237,207