MétaCan
Menu
← Back to cohort
Record W4391545262 · doi:10.14361/9783839470268-003

2. Bound up

2024· book-chapter· tr· W4391545262 on OpenAlexaff
Matt Hern, Am Johal

Bibliographic record

VenueNeue Ökologie · 2024
Typebook-chapter
Languagetr
Field
Topic
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Bound upIn the latter half of the twentieth century, arguments around 'community' re-erupted within continental philosophy's white patrician silverbacks, instigated in large part by Jean-Luc Nancy's book 'The Inoperative Community'.Others like Maurice Blanchot, Alphonso Lingis, Roberto Esposito, Georgio Agamben and Jacques Derrida piled on, and still others like George Bataille were revived and posthumously dragged back into the fray.These particular philosophical debates have largely returned to hibernation, but the urgency of the interrogation remains, carried forward in new languages by critical theorists, innovative philosophical movements, and more pressingly, by waves of migrants, activists, refugees, refusers and decolonial movements.The crises and failures of state-driven, authoritarian fascist and socialist experiments drove those discussions just as it had earlier in the twentieth century.Speaking of 'community' is to ask after sociality -forms of being-together between humans and more-than-humans alike.The sociality we are after here is a fidelity that can escape both its familial and statist bonds, but we have almost no faith in contemporary commons literatures that whitewash over difference and history, a tendency perhaps most galling in environmental literature.Facile claims that global warming somehow exceeds all difference and forges an 'anthropocene' where 'we' are all equally in peril and equally responsible to respond are precisely this: an aggressive depoliticization that obscures both the causes and responses and is as rude as any 'one world' or 'we are all in this together' rhetoric.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.599
Threshold uncertainty score0.854

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0040.002
Scholarly communication0.0080.006
Open science0.0010.003
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.4010.321

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 head0.113
GPT teacher head0.318
Teacher spread0.204 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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
Published2024
Admission routes1
Has abstractno

Explore more

Same venueNeue Ökologie→French-language works237,207→