MétaCan
Menu
Back to cohort
Record W4288775657 · doi:10.1080/26410397.2022.2096186

“No signs of rape”: corroboration, resistance and the science of disbelief in the medico-legal jurisprudence of Bangladesh

2022· review· en· W4288775657 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.

fundA Canadian funder is recorded on the work.
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

VenueSexual and Reproductive Health Matters · 2022
Typereview
Languageen
FieldSocial Sciences
TopicTorture, Ethics, and Law
Canadian institutionsnot available
FundersGlobal Affairs Canada
KeywordsJurisprudenceCriminologyResistance (ecology)LawPolitical sciencePsychologyBiology

Abstract

fetched live from OpenAlex

A major impediment to justice for rape in Bangladesh is the colonial rule of corroboration, which requires judges to verify the truthfulness of a rape complainant's testimony with other evidence. Medical evidence is the most commonly sought mode of corroboration and can be used to contradict the complainant's own testimony. The corresponding rule of resistance in turn guides how the rule of corroboration takes on a scientific character, whereby injuries in specific parts of the complainant's body are sought by doctors and judges as corroborative "signs of rape". If no "signs of rape" are found, this observation is then noted in the medical report and used to discredit the testimony of a rape complainant, by indicating that either the sexual intercourse was consensual or the rape accusation is false. This paper shows how the unfettered operation of these two rules gives birth to the "science of disbelief" in rape cases, whereby the institutional disbelief in a rape complainant's testimony is justified on ostensibly scientific grounds and largely restricts their right to seek justice. It illustrates how the science of disbelief was created and preserved through successive legal and institutional reforms in Bangladesh. This paper challenges the long-held yet seemingly unquestioned notion in Bangladesh that medical evidence should be the primary basis through which rape can be proved in court by analysing the pernicious jurisprudence and legal standards this assumption has created.

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)0.013
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.969
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.009
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.070
GPT teacher head0.392
Teacher spread0.322 · 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