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Record W4412639717 · doi:10.1080/08911916.2025.2525025

The Political (and Monetary) Aspects of Full Employment

2025· article· en· W4412639717 on OpenAlexaff
Luciano Barros, Antonino Lofaro, Louis‐Philippe Rochon

Bibliographic record

VenueInternational Journal of Political Economy · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Theory and Policy
Canadian institutionsLaurentian University
Fundersnot available
KeywordsPoliticsEconomicsPolitical economyKeynesian economicsLabour economicsPolitical scienceLaw

Abstract

fetched live from OpenAlex

This article seeks to revisit Michal Kalecki’s 80-year-old contribution on the political constraints to full employment and use it to analyze the rise of the current macroeconomic framework and its short-term dynamics, in which the political constraint to full employment occurs more through monetary means (rather than through fiscal means, as in the author’s original contribution). It is argued that the postwar full employment scenario led to political and social changes that resulted in the abandonment of the Keynesian theoretical framework in favor of the current one, based on Monetarism, which prioritizes monetary policy and relegates fiscal policy to a secondary role, constrained by the logic of austerity. This hegemony of monetary policy, synthesized by mechanical rules, has led, in the long run, to lower growth rates and higher unemployment rates than in the previous period and to an unequivocal process of income concentration.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.725
Threshold uncertainty score0.367

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.018
GPT teacher head0.269
Teacher spread0.251 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2025
Admission routes1
Has abstractyes

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