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Record W4412804598 · doi:10.1080/2040610x.2025.2538977

Laughter with purpose: how First Nations Australian comedians use humour to engage, educate, and empower audiences

2025· article· en· W4412804598 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueComedy Studies · 2025
Typearticle
Languageen
FieldPsychology
TopicHumor Studies and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsLaughterMedia studiesSociologyAestheticsGender studiesPsychologyArtSocial psychology

Abstract

fetched live from OpenAlex

This essay employs a qualitative, culturally grounded methodology centred on interviewing Aboriginal and Torres Strait Islander comedians, writers, and performers to understand how Blak humour is used to engage, educate, and empower audiences in Australia. There is very little published research on First Nations Australian humour, despite its significance. I employ ‘Blak’ comedy and humour as an educational tool to facilitate truth-telling and to promote and evoke deeper engagement with, and understanding of First Nations Australian history and culture. Inspired by Destiny Deacon, I embrace ‘Blak’ as a term of self-determination, reflecting authentic First Nations identity. Building on this, I define ‘Blak’ as a distinct comedic genre, emphasising its role in expressing Aboriginal perspectives and resistance. This aligns with my framing of ‘Blak’ as a unique comedic genre, distinct from ‘black comedy’, which traditionally explores morbid themes. Aboriginal humour embraces both ‘Blak’ and ‘Black’ elements, showcasing its depth and cultural specificity. There are also terms used throughout the essay like ‘mob’, ‘our mob’, ‘Blak fullas’ or ‘fullas’, that refer to Aboriginal and Torres Strait Islander people. These are the words and phrases we commonly use to describe and identify ourselves within our communities.

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)0.000
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.298
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.068
GPT teacher head0.395
Teacher spread0.327 · 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