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Record W4410595628 · doi:10.3138/utq.94.02.08

On the Wandering Cephalophore: Stiegler and Serres’s <i>Tête-à-Tête</i>

2025· article· en· W4410595628 on OpenAlexvenueno aff
Joff P. N. Bradley

Bibliographic record

VenueUniversity of Toronto Quarterly · 2025
Typearticle
Languageen
FieldComputer Science
TopicDigital Media and Philosophy
Canadian institutionsnot available
Fundersnot available
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

The motivation for this experimental writing arose from encounters with sculptures during dérive exercises in various cities in 2022 and 2023. A profound experience in Argentina transformed my aesthetic sense into a political one ( aisthēsis, the mattering of sensation), leading me to explore the plastico-pedagogical uses of sculpture. I began to wonder how urban wandering can mould subjectivity and how the city can become a plastic canvas for philosophical thought. Inspired by Michel Serres’s Thumbelina (or Petite Poucette, as it appears in the French edition) and Bernard Stiegler’s ideas, I reflected on smart cities, artificial intelligence, and the therapeutic use of technology during these wanderings. Through Félix Guattari’s interpretation of “modelling clay,” I argue that the urban milieu can reshape subjectivity in both poisonous and curative ways. My thought experiment reconsidered the practice of psychogeography as a way in which to transform the smart city into a subjective city.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0040.018
Scholarly communication0.0040.005
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.001

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 head0.006
GPT teacher head0.179
Teacher spread0.173 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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 routes1
Has abstractyes

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