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Record W4391436583 · doi:10.18432/ari29764

Finding Harmony between Decolonization and Christianity in Academia

2024· article· en· W4391436583 on OpenAlexvenueno aff
Inez Manu-Sione, Ruth Faleolo, Cathleen Hafu-Fetokai

Bibliographic record

VenueArt/Research International A Transdisciplinary Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicClimate Change, Adaptation, Migration
Canadian institutionsnot available
Fundersnot available
KeywordsDecolonizationChristianityHarmony (color)PhilosophyEpistemologySociologyPolitical scienceReligious studiesArtLawVisual arts

Abstract

fetched live from OpenAlex

This article presents our theoretical musings on practicing decolonization as Christian Tongan academics, recorded and shared within our Australian collective during 2022-2023. We aim to discuss the strength and power that comes from our Indigenous inheritance of God and Tonga, living in diaspora of Australia and Aotearoa New Zealand (tu'a Tonga). Amidst this Indigenous strength, there are also subtleties and crescendos of coloniality taking place in and around us, as well as the complexities and vulnerabilities with which Tongan Christian academics grapple in their sense making and meaning making processes. The significance of this discussion is that Oceanian women’s opinions and experiences of decoloniality are not often considered, particularly within the contexts of academia. We pray this article offers insights into how we can successfully navigate simultaneous private, public, individual, and collective journeys, daily, as Christian academics in the decolonization of these various spaces. This is our contribution as Christian academics, as daughters of Tonga, and wives and mothers of Oceania.

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)0.009
metaresearch head score (Gemma)0.011
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 score0.022
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0200.045
Scholarly communication0.0080.005
Open science0.0010.013
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.326
GPT teacher head0.489
Teacher spread0.163 · 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

Citations8
Published2024
Admission routes1
Has abstractyes

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Same venueArt/Research International A Transdisciplinary JournalSame topicClimate Change, Adaptation, MigrationFrench-language works237,207