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Record W4214749562 · doi:10.1177/14687941211072792

Listen to her: Re-finding culturally responsive poetic inquiry as home knowing for women of African descent

2022· article· en· W4214749562 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueQualitative Research · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicQualitative Research Methods and Ethics
Canadian institutionsUniversity of Toronto
FundersInstitute of Infection and Immunity
KeywordsStorytellingSociologyThe artsPoetryAfrican descentKnowledge productionPoeticsImmigrationAestheticsPsychologyNarrativeAnthropologyVisual artsComputer scienceKnowledge managementHistory

Abstract

fetched live from OpenAlex

In response to critical turns in knowledge production, scholars of African descent have developed culturally responsive arts-based methodologies. Congruent with culturally responsive research is incorporating home knowing practices such as the poetics of many African and Africentric storytelling practices. This article presents my reflections as a Canadian researcher of African descent on “re-finding” culturally responsive poetic inquiry to interpret, represent, and re-tell the HIV service work experiences of African immigrant women living with HIV. I argue that researchers should strive to decolonize their research with, for and by peoples of African descent by incorporating knowledge precepts and practices grounded in participants’ home knowing. Using arts-based methodologies such as poetic inquiry creates an opportunity to critically reflect on knowledge production in research: who produces knowledge, what ways of knowing are valued, and what messages are conveyed through knowledge production and dissemination.

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)0.127
metaresearch head score (Gemma)0.053
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.098
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.1270.053
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0030.002
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.655
GPT teacher head0.685
Teacher spread0.030 · 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