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Record W7155567362 · doi:10.3917/inno.044.0245f

David McNally, 2013, Panne globale. Crise, austérité et résistance , Montréal (Québec), Écosociété, 304 p.

2014· article· fr· W7155567362 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInnovations · 2014
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)Context (archaeology)Vulnerability (computing)Event (particle physics)

Abstract

fetched live from OpenAlex

Cet article montre de quelle manière l’imaginaire participe à l’innovation. Depuis quelques années, une enquête a été menée dans les secteurs des télécommunications dans le but de comprendre de quelle manière la science-fiction participait aux processus d’innovation technoscientifique. La création du cyberespace est un grand projet qui suscite de nombreux récits imaginaires. Le courant cyberpunk alimenta pendant les années 1980-90 une technophilie accompagnant les recherches des ingénieurs et scientifiques dans le secteur des télécommunications. Les investisseurs furent même sujets d’une fascination excessive pour cet imaginaire, qui a contribué à la création d’une bulle spéculative dans ce secteur dans les années 1990. L’étude de cette situation permet de dégager quelques conclusions sur l’utilité de l’imaginaire pour les organisations. L’imaginaire cyberpunk se révèle être performatif à condition d’être encadré pour éviter qu’il devienne délirant. L’imaginaire utopique apparaît ainsi comme un élément moteur du capitalisme.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.759
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.004
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.030
GPT teacher head0.320
Teacher spread0.290 · 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