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Record W3195050911 · doi:10.7202/1079496ar

Se sentir politiquement engagé

2021· article· fr· W3195050911 on OpenAlexvenueno aff
Benjamin Flammand

Bibliographic record

VenueLien social et Politiques · 2021
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArtSociology

Abstract

fetched live from OpenAlex

La sociologie du militantisme fait généralement du passage à l’acte la première étape du devenir militant. On gagnerait pourtant à déplacer le regard : comment en vient-on à se sentir politiquement engagé avant même toute institutionnalisation de l’engagement ? Cet article s’appuie sur une observation participante des dispositifs de recrutement de l’organisation trotskyste Lutte ouvrière (LO) et sur une douzaine de récits de vie avec des individus en situation de recrutement, qui ont vocation à être reconduits dans les prochaines années pour mesurer l’évolution du processus d’engagement politique des jeunes recrues. Ces dernières ne peuvent espérer être intégrées comme « révolutionnaires professionnels » avant plusieurs années. Les émotions sont l’instrument de leur transformation subjective et deviennent dès lors une voie essentielle pour pouvoir construire une analyse phénoménologique de l’engagement politique, irréductible à l’adhésion militante.

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.029
Scholarly communication0.0070.006
Open science0.0010.008
Research integrity0.0020.004
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 head0.281
GPT teacher head0.519
Teacher spread0.238 · 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 designObservational
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

Citations2
Published2021
Admission routes1
Has abstractyes

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