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Record W7064278467

Bail and the presumption of innocence : a comparative legal study

2022· other· en· W7064278467 on OpenAlexaboutno aff

Bibliographic record

VenueUnisa Institutional Repository (University of South Africa) · 2022
Typeother
Languageen
FieldPhysics and Astronomy
TopicParticle Detector Development and Performance
Canadian institutionsnot available
Fundersnot available
KeywordsPresumption of innocencePresumptionLegislationAppealInnocenceReasonable doubtSubject (documents)
DOInot available

Abstract

fetched live from OpenAlex

Every person arrested for allegedly having committed a crime, has a constitutional right to be released on bail if the interests of justice permit and subject to reasonable conditions. Every accused has a constitutional right to be presumed innocent until proven guilty.
\nThe focus of the research is on the consideration of bail be granted to an accused, charged with offences, falling within the ambit of the various schedules of the Criminal Procedure Act, and the effect thereof on the presumption of innocence and an accused’s constitutional rights, with a critical comparison to the Canadian law and its Constitution.
\nThe research investigates the origin and historical background of bail with specific comparison to our current South African bail legislation.
\nThe evidentiary rules in bail applications are explored and discussed. The reverse onus in schedule 5 and 6 bail applications and the effect on the presumption of innocence is meticulously assessed and analysed.
\nThe discussion of bail pending appeal, after leave to appeal having been granted against conviction, explores the reality of the restoration of the presumption of innocence, post-conviction.
\nThe conclusions reached in this research indicate that the Canadian bail legislation is more liberal and sensitive to the rights of an accused and, as such, the South African legislation should align itself with the Canadian legislation. The final recommendations propose particular amendments to the current legislation, which will address the criticisms identified in the research.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.670
Threshold uncertainty score0.801

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.018
GPT teacher head0.203
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 teacher head, 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
Published2022
Admission routes1
Has abstractyes

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