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Record W4406899641 · doi:10.5304/jafscd.2024.141.021

Hāloa: The long breath of Hawaiian sovereignty, water rights, and Indigenous law

2025· article· en· W4406899641 on OpenAlexfundno aff
Puanani Apoliona-Brown

Bibliographic record

VenueJournal of Agriculture Food Systems and Community Development · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicClimate Change, Adaptation, Migration
Canadian institutionsnot available
FundersYork University
KeywordsIndigenousSovereigntyLawPolitical scienceEcologyBiology

Abstract

fetched live from OpenAlex

This research explores how Native Hawaiian–led efforts to protect sacred lands and waters reveal forms of Indigenous survivance and resistance to the logics of settler colonialism. These forms range in visibility from direct protest to the perpetuation of Indigenous practices, values, and knowledge systems. Inspired by movements for social justice on the North American continent, the Hawaiian Renaissance of the 1970s saw a reawakening of pride in Hawaiian culture within the context of the rapid changes brought by statehood in 1959. In response to the forceful thrust of Americanization and physical displacement of rural communities, young Native Hawaiians rose to defend their right to live as Hawaiians in their own homeland. As a result of the activism of the Hawaiian Renaissance, the 1978 Constitutional Convention reaffirmed Native Hawaiian rights previously codified by Kingdom law, which included a unique public trust doctrine grounded in Indigenous land and water management. My research is guided by the moʻolelo (oral histories) of nā kūpuna who were once the “radical” activists of the Hawaiian Renaissance. Their stories shed light on a history unaccounted for in standard textbooks and reveal a genealogy of Native Hawaiian resistance that was reawakened under the banner of Aloha ‘Āina (reciprocal love of land).

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.299
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.044
GPT teacher head0.262
Teacher spread0.218 · 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.

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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

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