Bibliographic record
Abstract
Les gardiens des lagons Conga dans la region du Cajamarca rapportent un mouvement de justice environnementale qui a debute en 1999 contre Yanacocha, un site minier a ciel ouvert de la Newmont Mining Corporation, Buenaventura et la Banque mondiale. Ces corporations avaient decide d’un nouveau projet vers Mina Conga, ce qui a pousse le mouvement a intensifier son activite en 2011. Cet article montre comment la societe civile a pris la defense de la terre, de l’eau et de la liberte. Les agriculteurs, les femmes et les autochtones ont participe a la lutte et ont frappe sur deux fronts. D’abord pour la defense de la terre, ensuite pour la lutte pour l’eau et la liberte. Ce qui a occasionne des poursuites de la police, la presence des militaires, un persecution fiscale, des detentions illegales la prison et la mort.
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 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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".