« El Futuro es Indio »*. Décolonisation et revendications identitaires en Bolivie, 1952-2015
Bibliographic record
Abstract
Cette communication se propose d’aborder deux illustrations significatives de la « récupération » de leur(s) liberté(s) par les populations indigènes boliviennes entre 1952 et 2009, par le biais d’un rapprochement entre certaines des mesures-phares de la Révolution Nationale de 1952 et la création du Viceministerio de Descolonización bolivien suite à la promulgation de la nouvelle Constitution de l’Estado Plurinacional de Bolivia en 2009. En effet, ces deux épisodes-clés de l’histoire bolivienne présentent un certain nombre de similitudes dans leur processus de prise en compte des communautés indigènes boliviennes, longtemps reléguées au statut de minorités invisibles alors même qu’elles constituent la majorité de la population nationale.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".