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Record W3009752494 · doi:10.7202/1067934ar

UNE ANALYSE DU CYCLE ÉCONOMIQUE DANS LA CARAÏBE : LE CAS DES PAYS ANGLOPHONES

2020· article· fr· W3009752494 on OpenAlexvenueno aff
Alain Maurin

Bibliographic record

VenueL Actualité économique · 2020
Typearticle
Languagefr
FieldEconomics, Econometrics and Finance
TopicEconomic Theory and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Depuis plusieurs décennies, la problématique de la datation du cycle économique est constamment au centre des préoccupations des acteurs et décideurs impliqués dans la conduite de la politique économique conjoncturelle. En dépit de la mise au point de nombreuses méthodes dédiées à la détection des points de retournement du cycle, seul un nombre restreint de pays élabore et diffuse une chronologie officielle du cycle économique. Cet article propose une étude des cycles économiques dans le bassin Caraïbe en considérant les cas particuliers de la Barbade, la Jamaïque et Trinidad-et-Tobago, les seuls pays de la zone pour lesquels des bases de données de haute fréquence suffisantes sont disponibles sur de longues périodes. En premier lieu, nous recourons à des méthodes qui font consensus dans la littérature pour identifier les points de retournement du cycle des affaires et du cycle de croissance et établir une description de leurs principales caractéristiques empiriques. En second lieu, nous nous attachons à comparer les phases des cycles obtenus pour ces trois pays et à examiner également leur synchronisation avec celles d’autres pays.

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.372
Threshold uncertainty score0.740

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.047
GPT teacher head0.232
Teacher spread0.185 · 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 designObservational
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
Published2020
Admission routes1
Has abstractyes

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