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Record W3204466935

Theorising Corruption in the Global South: A Multi-Jurisprudential Approach

2021· article· en· W3204466935 on OpenAlexaff
Oludolapo Makinde

Bibliographic record

VenueSSRN Electronic Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCorruption and Economic Development
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsLanguage changeAppealRealismPolitical scienceLegal realismLaw and economicsJurisprudencePhilosophy of lawPositive economicsSociologyLawEpistemologyLegal researchEconomicsComparative law
DOInot available

Abstract

fetched live from OpenAlex

This article contributes to ongoing discussions on corruption by calling for the application of a multi-jurisprudential approach towards understanding corruption in the Global South (using Nigeria as an example). Accordingly, three prominent legal theories are discussed, namely, Law and Economics, Critical Legal Studies, and Legal Realism, and their respective contributions to anti-corruption normativity efforts. While the Law and Economics approach is useful in understanding the mechanics behind corruption, that is, what motivates an individual to engage in or refrain from corrupt activities, the Critical Legal Studies approach questions the Northern-centred character of most anti-corruption literature and policies. Finally, a Legal Realism lens is employed to make a formidable appeal for an interdisciplinary approach towards understanding and solving the corruption problem.

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)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.712
Threshold uncertainty score0.801

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.026
GPT teacher head0.313
Teacher spread0.288 · 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
Published2021
Admission routes1
Has abstractyes

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