¡CONGA NO VA! LOS GUARDIANES DE LAS LAGUNAS: DEFENDIENDO LA TIERRA, EL AGUA Y LA LIBERTAD EN CAJAMARCA, PERÚ
Bibliographic record
Abstract
The Guardians of Conga Lagoons in Cajamarca region is a case study of an environmental justice movement born in 1999 against Yanacocha open-pit mining of Newmont Mining Corporation, Buenaventura and the World Bank. These corporations hope to move on to Minas Conga as their next project, as a result this movement has intensified its activities since 2011. The article shows the defence of land, water, and freedom by Water Protectors. By focusing on women and men subsistence farmers, Indigenous people and civil society participation, it brings to the forefront three moments of the struggle, first the defence of the land, second, the water protection, and third, freedom struggle. As a result, they have been suffering police and military presence, repression, harassment, fiscal persecution, illegal detentions, prison and death.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".