Articulating worlds otherwise: decolonial geolinguistic praxis, multi-epistemic co-existence, and intercultural education and development programing in the Peruvian Andes
Bibliographic record
Abstract
Focusing on key mediators of knowledge-exchange in the Andes – known as kamayoq – we explore a recursive politics of translation (historicized, power-laden processes of hierarchically ordering language and meaning). Focusing on intercultural and bilingual education and development programs in the Peruvian Andes, and connecting cultural geographical, anthropological, and critical socio-linguistic scholarship, we uncover how equivocations of Indigenous concepts reproduce a coloniality of knowledge and being. We explore how kamayoq re-purpose equivocations by reworking translations through Andean concepts and praxis, such as iskay yachay – a reciprocal dialogue among knowledges, which stresses epistemic multiplicity and diversity. We explore kamayoq praxis and iskay yachay as a decolonial geolinguistic praxis of articulating worlds (or ontologies) otherwise, in pursuit of multi-epistemic co-existence. Our findings raise questions about geographies of decolonial knowledges and praxis, particularly where potential decolonial praxis intersects with the formalized institutions of adult bilingual education and intercultural development programing.
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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 | 0.000 | 0.001 |
| 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 | 0.001 |
| 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".