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Record W112320845

The Gender Jurisprudence of the Special Court for Sierra Leone: Progress in the Revolutionary United Front Judgments

2011· article· en· W112320845 on OpenAlexaff
Valerie Oosterveld

Bibliographic record

VenueScholarship@Western (Western University) · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsWestern University
Fundersnot available
KeywordsSierra leoneCrimes against humanityTribunalLawForced marriageJurisprudencePolitical scienceHuman rightsCriminologyWar crimeSociologyInternational law
DOInot available

Abstract

fetched live from OpenAlex

emblematic of the brutal, decade-long armed conflict in Sierra Leone. 3 The RUF became known for, among other acts, gender-based crimes such as widespread rape, sexual slavery, and forced marriage. 4Therefore, it was not surprising when the SCSL's Prosecutor secured an indictment charging three members of the RUF with the following: one count of rape as a crime against humanity (count 6); one count of sexual slavery as a crime against humanity (count 7); one count of the crime against humanity of other inhumane acts (under which the act of forced marriage was considered) (count 8); and one count of outrages upon personal dignity as a violation of Article 3 Common to the Geneva Conventions and of Additional Protocol II (count 9). 5 After a lengthy trial, 6 the SCSL convicted the accused on all four counts due to their participation in a joint criminal enterprise. 7 As a result, the RUF trial judgment brought the first-ever convictions in an international or internationalized tribunal for the crimes against humanity of sexual slavery and forced marriage (as an inhumane act), which the Appeals Chamber confirmed. 83.The conflict began in March 1991 with the launch of an attack by the RUF.It officially ended in January 2002, when the President of Sierra Leone declared a final cessation of hostilities.RUF TJ, supra note 1, 12, 44.4. See, e.g.

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)0.028
metaresearch head score (Gemma)0.030
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.080
Threshold uncertainty score0.160

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.030
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0160.025
Scholarly communication0.0200.007
Open science0.0030.010
Research integrity0.0170.016
Insufficient payload (model declined to judge)0.0060.000

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 head0.144
GPT teacher head0.344
Teacher spread0.200 · 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 designQualitative
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

Citations46
Published2011
Admission routes1
Has abstractyes

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