Interpreting Local Experiences in Global Aluminum Production; Memory and Community in some Bauxite Territories of the Caribbean (British Guiana/Guyana)
Bibliographic record
Abstract
C’est au milieu du XX e siècle qu’Alcan (Aluminum Company of Canada) s’implante en Guyane britannique, attiré par les gisements de bauxite ; une usine d’alumine est alors implantée en 1961 dans la région de Mackenzie-Wismar. Cette présence canadienne façonne alors le territoire, le paysage urbain mais aussi les pratiques sociales avec l’importation d’une identité et d’une culture. Se met en place une « civilisation de l’aluminium», du fait de son importance économique pour le pays ainsi que de son influence sur les modes de vie. Cette civilisation pétrie d’une identité canado-britannique a donné lieu à des actions de préservation du patrimoine local à l’initiative de certains habitants : blogs, partage de témoignages, photographies, mémoires de personnalité, etc.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.007 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".