MétaCan
Menu
Back to cohort
Record W15355650 · doi:10.7202/1068705ar

LE DROIT DOUANIER DE LA COMMUNAUTÉ ÉCONOMIQUE ET MONÉTAIRE DE L’AFRIQUE CENTRALE À L’ÉPREUVE DES RÈGLES DE L’ORGANISATION MONDIALE DU COMMERCE

2020· article· fr· W15355650 on OpenAlexvenueno aff
Emmanuel D. Kam Yogo

Bibliographic record

VenueRevue québécoise de droit international · 2020
Typearticle
Languagefr
FieldSocial Sciences
TopicPolitical and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

La Communauté économique et monétaire de l’Afrique centrale (CÉMAC) a été créée en 1994, presque au même moment que l’Organisation mondiale du commerce (OMC), pour permettre l’intensification des échanges commerciaux entre ses États membres. Cette organisation régionale a pu élaborer un droit douanier communautaire qui assure le partage des compétences entre la Communauté et les États membres en matière douanière, et organise le processus de dédouanement des marchandises ainsi que le contentieux douanier. Ce droit douanier communautaire a le mérite de s’arrimer aux règles de l’OMC en matière d’évaluation en douanes. Cependant, sur un plan général, l’application des règles douanières de la CÉMAC n’est pas uniforme au niveau des différentes administrations douanières des États membres; ce manque d’uniformité dans l’application des règles douanières communautaires de l’Afrique centrale ne répond pas aux exigences du GATT de 1994.

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)0.004
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.898
Threshold uncertainty score0.330

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.004
Science and technology studies0.0060.004
Scholarly communication0.0070.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0180.002

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 head0.035
GPT teacher head0.287
Teacher spread0.252 · 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 designNot applicable
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

Explore more

Same venueRevue québécoise de droit internationalSame topicPolitical and Social IssuesFrench-language works237,207