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Record W7124872355 · doi:10.7202/1122230ar

Normalizing Alternatives with <i>Frequently Asked White Questions</i>

2025· article· fr· W7124872355 on OpenAlexaffvenue
Hailie Tattrie, DeNel Rehberg Sedo

Bibliographic record

VenueMémoires du livre · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicCritical and Liberation Pedagogy
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsEthosIdeologyWhite (mutation)PublishingPoliticsEveryday life

Abstract

fetched live from OpenAlex

This article is the result of a case study of Frequently Asked White Questions ( FAWQ ) by Ajay Parasram and Alex Khasnabish. We examine FAWQ as a tool for fostering meaningful conversations about race and anti‑racism. In order to facilitate social change through books and book talk, a book must be discoverable and visible. Further, for a book to have this kind of social impact, we argue that three things must be true: that the guiding ethos of the publisher is one of progressive politics; that the author(s)’ stories are authentic and accessible; and that communication about the book’s contents between the publishing agents, authors, and readers follows a politic of love. Situating this discussion within the current political environment, we highlight the urgency of such conversations. Drawing from Paulo Freire’s concept of dialogue as foundational to social transformation, we argue that by normalizing discomfort and centering relational engagement, the book offers a model for navigating difficult discussions in ways that resist ideological rigidity and promote sustained, everyday activism.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.958
Threshold uncertainty score0.999

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 studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.304
Teacher spread0.286 · 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 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

Citations0
Published2025
Admission routes2
Has abstractyes

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