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Record W4220654244 · doi:10.1163/17087384-bja10064

Habeas Corpus as a Remedy for Deprivation of the Right to Personal Liberty: Contemporary Developments in Lesotho

2022· article· en· W4220654244 on OpenAlexvenueno aff
Chuks Okpaluba, Anthony O. Nwafor

Bibliographic record

VenueAfrican Journal of Legal Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
Fundersnot available
KeywordsHabeas corpusWritLawPolitical scienceEnforcementConstitutional rightJudicial reviewConstitution

Abstract

fetched live from OpenAlex

Abstract Long before the inclusion of bills of rights in written constitutions, the common law had great regard for the personal liberty of the individual. This was realised through the writ of habeas corpus which was available to protect anyone unlawfully deprived of their liberty. This ancient writ has not only survived at common law; it also remains active in contemporary judicial pronouncements. The writ has received acceptance by modern constitutions in different countries as a fundamental right enforcement process. This article examines the judicial application of that process in Lesotho within the constitutional framework of the protection of the right to personal liberty; depicting the acceptable parameters as would make the reliance on that process by individuals and the courts a more effective tool in affording reliefs to persons who are deprived of their constitutionally protected personal freedom.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.901
Threshold uncertainty score0.556

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.056
GPT teacher head0.342
Teacher spread0.286 · 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 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
Published2022
Admission routes1
Has abstractyes

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