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Record W2111312048 · doi:10.1177/0263276412444473

Mobile Affects, Open Secrets, and Global Illiquidity: Pockets, Pools, and Plasma

2012· article· en· W2111312048 on OpenAlexaff
Gregory J. Seigworth, Matthew Tiessen

Bibliographic record

VenueTheory Culture & Society · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicPosthumanist Ethics and Activism
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsSecrecyDanceMediationSociologyPoolingExpression (computer science)AestheticsInternet privacyMedia studiesLiteratureArtComputer scienceComputer securityArtificial intelligenceSocial science

Abstract

fetched live from OpenAlex

This article will take up Deleuze and Guattari’s allusive yet insightful writings on ‘the secret’ by considering the secret across three intermingling registers or modulations: as content (secret), as form (secrecy), and as expression (secretion). Setting the secret in relation to evolving modes of technological mediation and sociality as respectively pocket, pooling, and plasma, the article works through a trio of examples in order to understand the contemporary movements of secrets: the memories of secrets evoked in an intimately interactive music video by the band Arcade Fire (as an example of ‘pocket’); the movements of secrecy turned fabulative in the scopic-doublings of airport full-body scanners (as ‘pooling’); and, finally, the collective secretions that come to saturate and stretch around the globe as expressed by liquidity-seeking financial innovations (providing an angle onto ‘plasma’). These three instantiations of contemporary secrecy are framed by a discussion of Julian Assange of WikiLeaks and Mark Zuckerberg of Facebook – truly a couple for our age: each intent, in their own way, upon bringing an end to secrets. Throughout, we try to maintain close attention to the emerging rhythms and dissonances that engage secrecy in a dance between the half-voluntary and the half-enforced.

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)0.002
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.043
Scholarly communication0.0090.011
Open science0.0010.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.025
GPT teacher head0.327
Teacher spread0.302 · 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 designTheoretical or conceptual
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

Citations27
Published2012
Admission routes1
Has abstractyes

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