Indigenous food sovereignty and tourism: the Chakra Route in the Amazon region of Ecuador
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This research applies the concept of food sovereignty as a framework to explore the impacts of tourism on Indigenous food systems in the Chakra Chocolate and Tourism Route (referred to as the “Chakra Route” in the paper), a tourist destination in the Amazon region of Ecuador that aims to improve the livelihoods of Kichwa people. Using a qualitative and collaborative research approach, we examine how Kichwa and non-Kichwa people in this destination area understand food sovereignty, particularly concerning tourism development. Findings show that chakra gardens, a traditional agroforestry method, offer a symbolic and practical embodiment of food sovereignty for local people. Participants expressed a variety of values and concerns regarding tourism and chakra, including on destination branding; the role Indigenous women and their traditional knowledge play in tourism; the food choices promoted to tourists; self-determination and the level of participation of Indigenous people in governance of the route. Overall, our research contributes to a pluralistic notion of justice in Indigenous tourism and illustrates how the study of food sovereignty in this Amazonia destination can serve as a holistic and collaborative frame for exploring the multidimensional impacts of tourism on communal well-being, food security, and biodiversity and cultural conservation.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it