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Record W650739587

(In)visible Generations: Anarchist Technologies and Embodied Resistance

2012· article· en· W650739587 on OpenAlexvenueno aff
Riley McDonald

Bibliographic record

VenueLibrary and Archives Canada (Government of Canada) · 2012
Typearticle
Languageen
FieldComputer Science
TopicBioethics and Human Rights Issues
Canadian institutionsnot available
Fundersnot available
KeywordsEmbodied cognitionResistance (ecology)Computer scienceArtificial intelligenceBiology
DOInot available

Abstract

fetched live from OpenAlex

This project investigates the employment of new media technologies toward anarchistic revolutionary purposes in three postmodern texts: Williams S. Burroughs’s Nova Trilogy, Thomas Pynchon’s Vineland, and Grant Morrison’s The Invisibles. Spanning over three decades, these texts examine the continuous need for anarchist organizations to develop new and generative practices of resistant tactics against authoritarian hegemonic forces in order to remain relevant. This thesis explores how media technologies are used by these anarchist groups in order to break both the body and technology out of instrumentalizing purposes by apparatuses of control. In developing new embodiments that exist beyond the categorizations of power and authority, these authors demonstrate ways in which anarchist organizations are able to subvert the increasingly networked machinations of control and create potential embodied sites of resistance outside the realm of domination.

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)0.003
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 score0.017
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.037
Scholarly communication0.0120.007
Open science0.0010.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0070.001

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 head0.008
GPT teacher head0.171
Teacher spread0.163 · 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
Published2012
Admission routes1
Has abstractyes

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Same venueLibrary and Archives Canada (Government of Canada)Same topicBioethics and Human Rights IssuesFrench-language works237,207