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Alternatives to Pretrial Detention

2022· reference-entry· en· W4213453818 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCriminology · 2022
Typereference-entry
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsPresumption of innocencePresumptionSuspectCriminologyPolitical scienceLawJurisprudencePopulationReasonable doubtPsychologySociology

Abstract

fetched live from OpenAlex

Taking into account the fundamental right to liberty and the presumption of innocence, suspects or accused persons cannot be deprived of their liberty unless absolutely necessary to ensure that the criminal process can take place in an orderly manner or, although this aim is disputed, re-offending is prevented. Generally, human rights principles must be applied in a way that the suspect or accused may await the procedure in unrestricted liberty or, as common law systems would put it, that there is a presumption for bail. If this appears insufficient to prevent a suspect or accused person from absconding, from tampering with evidence, or from re-offending, supervision or other control measures that leave her or him at large could be applied—conditional bail or “alternatives to pre-trial detention.” This bibliography covers these measures, that vary considerably throughout the world. They may take less invasive forms such as release on recognizance with some obligations attached, for example to regularly report to the authorities. But they also may take the form of curfew, electronically monitored curfew or drug treatment. While these initiatives have the potential to help defendants, in particular when they include therapeutic jurisprudence perspectives, and reduce the remand population, ample use of alternatives to pre-trial detention has the potential for net-widening. The cumulation of conditions may lead to failures to comply. Further problems are practices which overestimate risks and exclude certain groups from non-custodial alternatives, namely foreigners, ethnic minorities, and socially marginalized, often indigent defendants. Other problems arise for vulnerable groups, including children and female defendants. Throughout this bibliography, the terms “bail” or “conditional bail” and “alternatives to pre-trial detention” will be used synonymously, as will “remand custody,” “remand detention,” and “pre-trial detention.” Equally, “ suspects and accused persons” and “defendants” will be used alternately, covering persons not yet convicted. The strong tradition of bail reform and pretrial services in the United States is covered in the separate Oxford Bibliographies in Criminology article “Bail and Pretrial Detention”. This bibliography therefore focuses on European resources in English language. It includes some important works from other countries, namely Canada and Australia, to complement the overall picture, and selected non-English publications. Research literature on alternatives to pre-trial detention generally is scarce and often this aspect is included in publications on pre-trial measures more generally, or those concentrating on pre-trial detention. This is regrettable, as liberty not detention should be the default option during the criminal proceedings. The “alternatives” have their own problems and merit scientific attention. Empirical research activities in Europe concentrate in some regions, namely the United Kingdom, Belgium, and the Netherlands. This entry concentrates on impulses for the field that come from legal-theoretical or socio-legal comparative works and from scientific contributions that analyze international and, more specifically, European influences.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.830
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.140
GPT teacher head0.382
Teacher spread0.243 · 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