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Record W4399044950 · doi:10.7202/1111135ar

Revisiting “Pedagogy of Discomfort” Through the Combined Lenses of “Inconvenience” and “Affective Infrastructure”: Pedagogical and Political Insights

2023· article· en· W4399044950 on OpenAlex
Michalinos Zembylas

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.

venuePublished in a venue whose home country is Canada.
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

VenuePhilosophical Inquiry in Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsAestheticsSociologyPedagogyEpistemologyPsychologySocial psychologyPolitical sciencePhilosophyLaw

Abstract

fetched live from OpenAlex

This paper seeks to revisit the concept of “pedagogy of discomfort” through the combined lenses of Lauren Berlant’s work on “inconvenience” and recent theorization of “affective infrastructure” to clarify how an infrastructural understanding of “discomfort-as-inconvenience” might provide deeper insights about the pedagogical and political risks and possibilities of discomfort. In particular, the paper highlights three insights: first, it expands our understanding of discomfort by situating it in the broader context of the inconvenience of other people, as an ethics and politics of coexistence; second, it calls for a contextual approach of a pedagogy of discomfort that examines discomfort as a multifaceted affective event entangled with other material, social, and political elements; and third, it enables educators to create environments that could enrich the moral and political potential of a pedagogy of discomfort, by paying attention to the affective conditions in which students and educators find themselves when they encounter different manifestations of discomfort-as-inconvenience.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.203
Threshold uncertainty score0.671

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.071
GPT teacher head0.404
Teacher spread0.333 · 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