A sea uprooted: Islandness and political identity on Chiloé Island, Chile
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
In 2016, the people of Chilo, an island in Southern Chile, mobilised against the Chilean state for a period of over three weeks. The conflict was triggered by an environmental crisis that affected the main economic activities of the island: salmon farming and artisanal fisheries. This article argues that 'islandness' should also be understood as a political stance toward the state. Based on in-depth interviews and an exploration of the concept of islandness, the paper examines the mayo chilote, and contributes an empirical reflection on the transformation of islandness as a political position by analysing the tension between two narratives, each demanding different treatment for the island: demand for redistribution led by those directly affected by economic losses resulting from the crisis, and autonomy as development, involving deeper and broader criticism of historical relations with Chile. We aim to contribute to island studies by providing a non-binary understanding of processes of identity and social mobilisation.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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 it