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Record W7124426915 · doi:10.59533/verb.2025.26.sp.4

« Une vie parmi les déchets »

2025· article· W7124426915 on OpenAlexaboutno aff
Eva Voldřichová Beránková

Bibliographic record

VenueVerbum · 2025
Typearticle
Language
FieldArts and Humanities
TopicEcocriticism and Environmental Literature
Canadian institutionsnot available
Fundersnot available
KeywordsPopulationPoison control

Abstract

fetched live from OpenAlex

Le terme « racisme environnemental », lancé par Benjamin Chavis et repris par Elliot Page, désigne la tendance des pays occidentaux à stocker des déchets toxiques ainsi qu’à installer des entreprises rejetant des polluants près des communautés racisées. Celles-ci répondent au danger de différentes manières. Entre autres, toute une « littérature trash » est en train de voir le jour, à cheval entre l’écopoétique, le post-Anthropocène et le militantisme politique. Les écrivains ne chantent plus le paysage canadien, ainsi que la vie traditionnelle des chasseurs amérindiens, mais braquent leurs objectifs sur le « ventre » de Montréal pour témoigner de la vie de tous ces Autochtones qui représentent 1% de la population de la métropole, mais 10% de ses SDF. L’article analyse le roman Tiochtiá:ke de Michel Jean, représentatif de ce genre émergeant qui est le roman citadin autochtone, et ses rapports avec la « littérature trash ».

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)0.002
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: Other · Consensus signal: Other
Teacher disagreement score0.020
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.018
Scholarly communication0.0050.003
Open science0.0010.003
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0090.001

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 head0.011
GPT teacher head0.218
Teacher spread0.207 · 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
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 routes1
Has abstractyes

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