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Record W7114767725 · doi:10.5281/zenodo.17887521

The Right to Silence in Criminal Law: A Shield for Justice or a Loophole for the Guilty?

2025· article· en· W7114767725 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsPresumption of innocenceSilencePrivilege (computing)State (computer science)Power (physics)Economic JusticeSanctionsPresumptionLawsuit

Abstract

fetched live from OpenAlex

The privilege against self-incrimination is an important legal guarantee by which the individual is protected from being obliged to provide evidence that may result in their being convicted. In countries like the United States, Canada, and South Africa, this principle is strictly observed, while in the United Kingdom and Ireland, the courts are allowed to infer from the accused's silence. While primarily designed to secure the presumption of innocence and excludable testimonies, the right to keep silent has received opposing views, with critics focusing on how criminals can take advantage of this during the investigations, especially in the cases of organized crime and terrorism. As this paper will illustrate, the paper mainly reviews how the right to silence went via the stages of its historical evolution. It presents different courts' interpretations and the effects of the junction between the fight for crime and police power misuse. To be specific, cases that influenced the change in the judiciary's perspective on this legal measure include Miranda v. Arizona (U.S.), State of Bihar v. Basawan Singh (India), and Datar Singh v. State of Punjab (India). The paper then gives specific situations where the accused can find protection against the shifting of the burden of proof. This right is frequently a victim of harsh police tactics used to extract a confession, and thus, the right to silence still exists only on paper. According to one survey, many people are not aware of their right to remain silent, which is why the importance of public legal education is even more crucial today. Specific legal reforms must be carried out, like the compulsory recording of interrogation sessions, the establishment of judicial watch, and the provision of robust safeguards for the suspects in a vulnerable capacity, to ensure that there is justice and to keep the balance between liberty and public order. Right to Silence, Self-Incrimination, Criminal Justice, Legal Safeguards, Judicial Interpretations, Law Enforcement Practices, and Procedural Reforms are the terms connected with all legal aspects of the rights of a suspect.

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)0.006
metaresearch head score (Gemma)0.016
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: none
Teacher disagreement score0.016
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0050.059
Scholarly communication0.0160.016
Open science0.0020.005
Research integrity0.0090.012
Insufficient payload (model declined to judge)0.0040.001

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 head0.070
GPT teacher head0.350
Teacher spread0.280 · 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

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