MétaCan
Menu
Back to cohort
Record W7123640146 · doi:10.7202/1122202ar

La performance en droit constitutionnel : le cas des États d’Afrique noire francophone

2025· article· fr· W7123640146 on OpenAlexvenueno aff
Jean Mermoz Bikoro

Bibliographic record

VenueLes Cahiers de droit · 2025
Typearticle
Languagefr
FieldEconomics, Econometrics and Finance
TopicGlobal Politics and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsFrenchContext (archaeology)Power (physics)Citizenship

Abstract

fetched live from OpenAlex

Dans la nomenclature des nouveaux objets du droit constitutionnel figure en bonne place la question de la performance. Cette évolution est consécutive au fait que ledit droit ne se contente plus d’encadrer le pouvoir et d’énoncer les droits et libertés. Il s’intéresse désormais à la bonne gouvernance et aux résultats de l’action publique. Seulement, l’exaltation de la performance ne s’opère pas avec la même ampleur dans tous les espaces. Dans le nouveau constitutionnalisme des États d’Afrique noire francophone, c’est de manière timide que celle-ci est prise en compte, ce qui constitue un paradoxe au regard de la crise de gouvernance ambiante sur l’ensemble du continent africain. À l’analyse des lois fondamentales et de la dynamique constitutionnelle, il se dégage le double constat de l’aménagement lacunaire et de l’évaluation déficitaire de la performance dans les États à l’étude.

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)0.003
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.284
Threshold uncertainty score0.566

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.007
Scholarly communication0.0060.002
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.008
GPT teacher head0.198
Teacher spread0.190 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueLes Cahiers de droitSame topicGlobal Politics and EconomyFrench-language works237,207