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Record W2942609923 · doi:10.25911/5cb0696906f85

Systematic Gender Violence and the Rule of Law: Aboriginal Communities in Australia and Post-War Liberia

2019· article· en· W2942609923 on OpenAlexaff
Fynn Bruey

Bibliographic record

VenueANU Open Research (Australian National University) · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsAthabasca University
Fundersnot available
KeywordsIndigenousStructural violenceDomestic violenceJurisprudenceSociologyCriminologyPolitical scienceTransitional justiceGender studiesLawPoison controlEconomic JusticeSuicide preventionPoliticsMedicine

Abstract

fetched live from OpenAlex

The gender-agenda is borderless. Arguably, legal justice for Indigenous girls and women survivors of violence is unfair, inequitable, and sometimes arbitrary. Systematic violence against girls and women pervades cultures and societies; operates at three main levels: institution and state, structural and cultural, and community and individual; and manifests in myriad shapes, forms and categories. Systematic violence in this research comprises historical, colonial and contemporary aspects of violence and its impact on Indigenous girls and women. Unlike comparative studies, this research is founded on heuristic arguments derived from validating the formation, establishment and continuity of the voices of Indigenous peoples in Liberia and Australia. While many studies isolate ‘gender-based violence’ and the ‘rule of law’ in separate contexts, none has explored the extent to which the Western concept of the rule of law impacts systematic violence against Indigenous girls and women in Australia and post-war Liberia. The research assesses the efficacy of the ‘rule of law’ in dispensing justice to Indigenous girls and women who have suffered systematic gender-based violence. The scope of the research demands a comprehensive and complex systematic empirical approach that draws on the principles of phenomenology, community-based participatory research, and feminist and Indigenous methods. The study adopts an interdisciplinary mixed-methods approach informed by theories of decolonization, feminist jurisprudence, intersectionality, critical legal/race studies, and social determinants of health. Data is drawn from case law, secondary data, empirical evidence, textual/content analysis, electronic mailing and informal participant observation. Over a period of two years, a survey of 231 social service providers working with Indigenous girls and women; in-depth interviews with 29 Indigenous Women Advocates; and 22 informal email exchanges with male colleagues were conducted in both Australia and Liberia. Statistical analyses were carried out on records of 127 708 convicts to Australia; 14 996 former slave returnees to Liberia; 2701 sexual and gender-based violence cases reported to the Ministry of Gender, Children and Social Protection in Liberia; seven case files from the Sexual and Gender-based Crimes Unit in Liberia; and 1200 interview entries from the Longitudinal Study of Indigenous Children in Australia. This analysis of historical documents, jurisprudence and case studies triangulates a philosophical inquiry intended to migrate issues of violence against Indigenous girls and women from the margins of complex socio-legal structures towards the core of Western-centric perspectives, such as the rule of law. Situated between dominant academic conventions and resistance, the research provokes readers to consider ontological, epistemological and ethical arguments regarding access to justice outcomes for Indigenous girls and women. Contrary to the research hypothesis and despite socioeconomic differences between Australia and Liberia, findings show that: although the principle of the rule of law is an emancipatory tool for justice and redress generally, it can also be an apparatus for persistent systematic violence against Indigenous girls and women. Furthermore, the intersection of colonial history, race, gender, class and social status exacerbates the ongoing perpetration of institutional/state, structural/cultural and interpersonal/community violence against Indigenous girls and women. In conclusion, the research recommends adopting a holistic approach to educating girls and women and encouraging boys and men to participate equally in the gender justice agenda, to ensure justice for Indigenous girls and women. The research also suggests incorporating diverse and comprehensive conceptual and methodological frameworks into further research. Finally, throughout the work, this dissertation attempts to give agency to Indigenous ways of being, knowing and doing justice.

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)0.003
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.830
Threshold uncertainty score0.888

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.127
GPT teacher head0.398
Teacher spread0.271 · 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 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
Published2019
Admission routes1
Has abstractyes

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