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Beyond Marriage: Evaluating Legal Protection Against Intimate Partner Violence In De Facto And Casual Relationships In Aotearoa New Zealand

2025· article· W7110866250 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2025
Typearticle
Language
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
Fundersnot available
KeywordsStatutory lawDomestic violenceChild protectionLegislatureContext (archaeology)Common lawPrivilege (computing)Abandonment (legal)Poison control

Abstract

fetched live from OpenAlex

ABSTRACT This article examines the legal effectiveness of protection orders under New Zealand’s Family Violence Act 2018 in the context of de facto, casual, and non-cohabiting intimate partner relationships. While the Act purports to move beyond the confines of marriage and cohabitation by recognising “close personal relationships,” the practical application of this provision has proved inconsistent and, at times, exclusionary. Victims in informal or contested relationships often encounter significant evidentiary and procedural hurdles when seeking protection orders—obstacles compounded by judicial discretion, vague statutory guidance, and social assumptions about relationship legitimacy. Drawing on statutory analysis, case law, and comparative approaches from Australia, Canada, and the United Kingdom, this article argues that New Zealand’s current legal framework continues to privilege conventional relationship forms, thereby limiting equitable access to protection. It critically assesses the threshold requirements for obtaining protection orders, the burden of proving relationship status, and the intersection with parenting disputes under the Care of Children Act 2004. The analysis reveals that the law’s relational prerequisites can obscure the core issue of risk and harm, particularly for victims of coercive control, digital abuse, or psychological violence. The article concludes by proposing legislative and policy reforms, including clearer statutory definitions of intimate relationships, judicial training, evidentiary presumptions based on credible risk, and enhanced support for victims outside legally recognised partnerships. These reforms are necessary to align New Zealand’s legal response to intimate partner violence with contemporary relational realities and ensure that protection is guided by the presence of harm, not the form of a relationship.

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)0.008
metaresearch head score (Gemma)0.028
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: Empirical
Teacher disagreement score0.845
Threshold uncertainty score0.312

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.028
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0030.005
Scholarly communication0.0030.002
Open science0.0020.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.076
GPT teacher head0.363
Teacher spread0.287 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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