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Record W4410144503 · doi:10.26686/vuwlr.v55i2.9803

Navigating Towards an Airworthy Protection Regime for New Zealand's Airline Passengers

2025· article· en· W4410144503 on OpenAlexaboutno aff

Bibliographic record

VenueVictoria University of Wellington Law Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Aviation
Canadian institutionsnot available
Fundersnot available
KeywordsProject commissioningAdvertisingPolitical sciencePublishingAeronauticsBusinessMedia studiesEngineeringSociologyLaw

Abstract

fetched live from OpenAlex

Delays and cancellations are a frequent occurrence in air travel, but passenger protections in New Zealand lag behind those in other jurisdictions such as the European Union and Canada. Concerns around airlines' treatment of passengers were brought to the fore during the COVID-19 pandemic, but protections were not strengthened in the replacement of the Civil Aviation Act 1990 with the Civil Aviation Act 2023. The new Act provides insufficient protection to passengers, and New Zealand's other consumer law is also inadequate and difficult to apply to an airline context. Neither set of law has a dispute resolution scheme that is fit for purpose. Public enforcement of relevant laws by regulators is limited to breaches of the Fair Trading Act 1986, largely for misleading or deceptive trading practices, and not for breaches of specific obligations to passengers.This article examines the deficiencies in New Zealand's airline passenger protection law and compares that law with the corresponding law in Australia, the European Union and Canada. It advocates for the making of regulations that provide for fixed amounts of compensation when a flight is delayed for controllable reasons, rather than laws which require a passenger to prove damages. That is consistent with the European and Canadian approaches. It also advocates for refunds to be made available to passengers where flights are cancelled or significantly delayed. To ensure that new regulations would be effective, this article also advocates for an adjudicative dispute resolution scheme, funded by airlines according to their market share and the number of complaints received, with capacity for public enforcement (monetary fines) by the Commerce Commission.

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)0.005
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.532
Threshold uncertainty score0.942

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0050.008
Scholarly communication0.0090.006
Open science0.0020.003
Research integrity0.0070.006
Insufficient payload (model declined to judge)0.0050.001

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 head0.020
GPT teacher head0.301
Teacher spread0.281 · 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 designNot applicable
Domainnot available
GenreOther

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

Explore more

Same venueVictoria University of Wellington Law ReviewSame topicInternational Law and AviationFrench-language works237,207