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Record W4406332846 · doi:10.1080/1031461x.2024.2439981

Whistleblowing on Indigenous Labour Abuses in Western Australia: Motivations of Settler Humanitarianism in the Late Nineteenth Century

2025· article· en· W4406332846 on OpenAlex
Darren Reid

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueAustralian Historical Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicColonial History and Postcolonial Studies
Canadian institutionsMcGill University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIndigenousAncient historyHistoryPolitical scienceGender studiesSociologyEcologyBiology

Abstract

fetched live from OpenAlex

This article investigates the motivations behind settler whistleblowing on Indigenous labour abuses in nineteenth-century Western Australia, focusing on two key figures, the ex-convict David Carley and the pearler and pastoralist John Walkinshaw Cowan. While historical narratives often portray such humanitarian activists as morally exceptional, this article argues that their motivations were complex, rooted in a duality of altruism and personal self-interest. It explores how Carley and Cowan’s personal grievances with local authorities and business competitors fuelled their activism, demonstrating how settler humanitarianism combined concern for Indigenous wellbeing with the pursuit of personal interests. Rather than viewing settler humanitarianism as merely flawed or cynical, the article suggests that its self-serving dimensions were integral to its very possibility. Ironically, the entanglement of moral action with personal benefit that made settler humanitarianism possible also made it vulnerable, since the existence of ulterior motives provided government officials with reason to doubt whistleblower credibility.

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.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.486
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.085
GPT teacher head0.367
Teacher spread0.283 · 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