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Record W4281491403 · doi:10.3167/hrrh.2022.480205

The Leftist “Imagined Community”

2022· article· en· W4281491403 on OpenAlexvenueno aff
Mikuláš Pešta

Bibliographic record

VenueHistorical Reflections/Réflexions Historiques · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCommunism, Protests, Social Movements
Canadian institutionsnot available
Fundersnot available
KeywordsLeft-wing politicsContext (archaeology)Identity (music)PerceptionCategorizationPolitical scienceSubversionPolitical economySociologyPublic relationsMedia studiesPoliticsAestheticsHistoryPsychologyEpistemologyLawArt

Abstract

fetched live from OpenAlex

This article concerns radical leftist subversive organizations in Western Europe in the 1970s and 1980s and their transnational shared imagination. It shows that despite the scarcity of direct contacts, there existed a sense of belonging to the same transnational current, the “imagined community.” On selected criteria (Images – Semantics – Practice), the article provides analysis of the shared tropes in self-perception and in the communication. The patterns were shared among the Western European subversive organizations but also imported from the countries of the Global South. The article further presents the lack of eff ort of the subversive organizations to create their own mark and graphic identity, whether consciously or not, to become a part of the “global anti-imperialist front.” It puts into question the utility of the traditional categorization of subversive organizations and discusses the use of the term “terrorism” regarding its self-perception and global context.

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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.025

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 studies0.0070.027
Scholarly communication0.0060.005
Open science0.0010.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.082
GPT teacher head0.378
Teacher spread0.295 · 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

Citations3
Published2022
Admission routes1
Has abstractyes

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