MétaCan
Menu
← Back to cohort
Record W7098644035

THE CONSISTENT FRAMEWORK OF CANADIAN MACROECONOMIC POLICIES: A GOOD EXAMPLE FOR THE EUROPEAN MONETARY UNION? PRELIMINARY DRAFT. DO NOT QUOTE WITHOUT PERMISSION Abstract

2011· article· en· W7098644035 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMonetary policyFiscal policyFiscal unionStability and Growth PactEuropean Monetary SystemMember states
DOInot available

Abstract

fetched live from OpenAlex

Coordination between fiscal and monetary policy is a challenging issue for economic authorities, particularly in the European context, with a single monetary policy and twelve national fiscal policies. The aim of this paper is to determine whether the current European framework is the most appropriate framework with which to achieve a good degree of macroeconomic stabilization and a high degree of credibility, or whether a less formalized framework, inspired from the Canadian one, could be an alternative. This paper first focuses on European and Canadian macroeconomic policy frameworks, which are quite different even though their objectives are the same (low and stable inflation, and fiscal balance); we show how the EMU could benefit from the recent Canadian experience. We then conduct an empirical study on monetary and fiscal policies over the past three decades in Canada and in the three biggest European countries, to determine how fiscal and monetary policy decisions have been made. We focus mainly on the interactions between the fiscal and monetary authorities.

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)0.020
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.949
Threshold uncertainty score0.372

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.020
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.006
Science and technology studies0.0050.003
Scholarly communication0.0080.002
Open science0.0020.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0200.001

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 head0.083
GPT teacher head0.225
Teacher spread0.142 · 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 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
Published2011
Admission routes1
Has abstractyes

Explore more

Same topicDiverse Scientific and Economic Studies→French-language works237,207→