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Record W2104677809 · doi:10.3917/polaf.131.0051

Abjects retraités, jeunesse piégée : récits du déclin et d'une temporalité multiple parmi les générations de la « Copperbelt » congolaise

2013· article· fr· W2104677809 on OpenAlex
Timo Makori, Jean-Nicolas Bach

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePolitique africaine · 2013
Typearticle
Languagefr
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Cet article se penche sur les récits du déclin économique que portent deux générations de mineurs au Katanga, en République démocratique du Congo : les retraités du géant industriel minier Gécamines et les jeunes creuseurs artisanaux. Sont analysées les « structures de sentiment » (Raymond Williams) qui caractérisent chacune de ces générations, toutes deux confrontées aux effets matériels et sociaux du déclin industriel et de la libéralisation du secteur minier qui s’en est suivie. Par ces sentiments partagés du déclin contemporain, on voit comment chaque génération vit son positionnement social et son enchevêtrement « dans le temps naissant » (Achille Mbembe). Basé sur les récits des mineurs interrogés quant à leur marginalisation dans ce contexte de libéralisation du secteur, ce travail vient brouiller les périodisations académiques qui privilégient les ruptures au détriment des continuités, entre ères précoloniale, coloniale et postcoloniale.

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)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.503
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.015
GPT teacher head0.248
Teacher spread0.233 · 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